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https://github.com/wutong8023/Awesome_Information_Extraction
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
https://github.com/wutong8023/Awesome_Information_Extraction
List: Awesome_Information_Extraction
awesome-list event-extraction information-extraction natural-language-processing relation-extraction
Last synced: about 1 month ago
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Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
- Host: GitHub
- URL: https://github.com/wutong8023/Awesome_Information_Extraction
- Owner: wutong8023
- Created: 2021-06-21T06:38:37.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2023-01-08T13:27:15.000Z (over 1 year ago)
- Last Synced: 2024-08-12T00:32:27.206Z (about 1 month ago)
- Topics: awesome-list, event-extraction, information-extraction, natural-language-processing, relation-extraction
- Language: TeX
- Homepage:
- Size: 693 KB
- Stars: 72
- Watchers: 5
- Forks: 8
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- ultimate-awesome - Awesome_Information_Extraction - Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling. (Other Lists / PowerShell Lists)
README
[](https://github.com/wutong8023/Awesome_Continual_Learning.git) [](https://github.com/wutong8023/Awesome_Few_Shot_Learning.git) [](https://github.com/wutong8023/Awesome_Information_Extraction.git) [](https://github.com/wutong8023/Awesome_Ideas.git)
# Information Extraction Literature
This repository is maintained by [Tongtong Wu](http://wutong8023.site). Please don't hesitate to send me an email to collaborate or fix some entries (wutong8023 AT gmail.com).
The automation script of this repo is powered by [Auto-Bibfile](https://github.com/wutong8023/Auto-Bibfile.git).
You can directly use our bibtex.bib in overleaf with this [link](https://www.overleaf.com/read/rgscdxhxbwhp).
This page categorizes the literature by the **Published Venue**.
## Outline
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#hyperlink)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#acl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#emnlp)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#naacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#coling)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#eacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#aacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#icml)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#iclr)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#neurips)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#ecml)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#mm)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#sigir)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#kdd)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#aaai)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#ijcai)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#ecai)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#www)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#mm)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#tacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#acm-comput.-surv.)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#nuse-naacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#arxiv)
## Hyperlink
- [[Overview]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/README.md) -- [Homepage](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/README.md)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/./) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/./) -- [Summary](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/./)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/application) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/application) -- [Application](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/application)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/approach) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/approach) -- [Approach](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/approach)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/author) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/author) -- [Author](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/author)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/backbone_model) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/backbone_model) -- [Backbone Model](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/backbone_model)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/contribution) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/contribution) -- [Contribution](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/contribution)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/dataset) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/dataset) -- [Dataset](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/dataset)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/metrics) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/metrics) -- [Metrics](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/metrics)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/research_question) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/research_question) -- [Research Questions](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/research_question)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/setting) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/setting) -- [Setting](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/setting)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/supervision) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/supervision) -- [ Learning Paradigm](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/supervision)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/time) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/time) -- [Published Time](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/time)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/venue) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/venue) -- [Published Venue](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/venue)
## ACL
- [](https://aclanthology.org/2022.acl-long.395)
[**Unified Structure Generation for Universal Information Extraction**](https://aclanthology.org/2022.acl-long.395) ,
by *Lu, Yaojie and
Liu, Qing and
Dai, Dai and
Xiao, Xinyan and
Lin, Hongyu and
Han, Xianpei and
Sun, Le and
Wu, Hua* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L295-L309) 
```lu-etal-2022-unified```
- [](https://aclanthology.org/2022.acl-short.26) [**Event-Event Relation Extraction using Probabilistic Box Embedding**](https://aclanthology.org/2022.acl-short.26) ,
by *Hwang, EunJeong and
Lee, Jay-Yoon and
Yang, Tianyi and
Patel, Dhruvesh and
Zhang, Dongxu and
McCallum, Andrew* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L698-L710)
```hwang-etal-2022-event```
- [](https://aclanthology.org/2022.acl-long.466) [**Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction**](https://aclanthology.org/2022.acl-long.466) ,
by *Ma, Yubo and
Wang, Zehao and
Cao, Yixin and
Li, Mukai and
Chen, Meiqi and
Wang, Kun and
Shao, Jing* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L713-L727)
```ma-etal-2022-prompt```
- [](https://aclanthology.org/2022.acl-long.313) [**Saliency as Evidence: Event Detection with Trigger Saliency Attribution**](https://aclanthology.org/2022.acl-long.313) ,
by *Liu, Jian and
Chen, Yufeng and
Xu, Jinan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L729-L739)
```liu-etal-2022-saliency```
- [](https://aclanthology.org/2022.acl-long.317) [**Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction**](https://aclanthology.org/2022.acl-long.317) ,
by *Huang, Kuan-Hao and
Hsu, I-Hung and
Natarajan, Prem and
Chang, Kai-Wei and
Peng, Nanyun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L741-L753)
```huang-etal-2022-multilingual-generative```
- [](https://aclanthology.org/2022.acl-long.216) [**Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering**](https://aclanthology.org/2022.acl-long.216) ,
by *Gao, Jun and
Wang, Wei and
Yu, Changlong and
Zhao, Huan and
Ng, Wilfred and
Xu, Ruifeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L756-L769)
```gao-etal-2022-improving```
- [](https://aclanthology.org/2022.acl-long.358) [**Dynamic Prefix-Tuning for Generative Template-based Event Extraction**](https://aclanthology.org/2022.acl-long.358) ,
by *Liu, Xiao and
Huang, Heyan and
Shi, Ge and
Wang, Bo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L771-L782)
```liu-etal-2022-dynamic```
- [](https://aclanthology.org/2022.acl-long.361) [**Dynamic Global Memory for Document-level Argument Extraction**](https://aclanthology.org/2022.acl-long.361) ,
by *Du, Xinya and
Li, Sha and
Ji, Heng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L784-L794)
```du-etal-2022-dynamic```
- [](https://aclanthology.org/2022.acl-long.274) [**Automatic Error Analysis for Document-level Information Extraction**](https://aclanthology.org/2022.acl-long.274) ,
by *Das, Aliva and
Du, Xinya and
Wang, Barry and
Shi, Kejian and
Gu, Jiayuan and
Porter, Thomas and
Cardie, Claire* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L796-L810)
```das-etal-2022-automatic```
- [](https://aclanthology.org/2022.acl-long.183) [**ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification**](https://aclanthology.org/2022.acl-long.183) ,
by *Zhou, Yucheng and
Shen, Tao and
Geng, Xiubo and
Long, Guodong and
Jiang, Daxin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L812-L824)
```zhou-etal-2022-claret```
- [](https://aclanthology.org/2022.acl-long.337) [**Packed Levitated Marker for Entity and Relation Extraction**](https://aclanthology.org/2022.acl-long.337) ,
by *Ye, Deming and
Lin, Yankai and
Li, Peng and
Sun, Maosong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L826-L837)
```ye-etal-2022-packed```
- [](https://aclanthology.org/2022.acl-long.410) [**Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction**](https://aclanthology.org/2022.acl-long.410) ,
by *Jie, Zhanming and
Li, Jierui and
Lu, Wei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L840-L850)
```jie-etal-2022-learning```
- [](https://aclanthology.org/2022.acl-long.397) [**Pre-training to Match for Unified Low-shot Relation Extraction**](https://aclanthology.org/2022.acl-long.397) ,
by *Liu, Fangchao and
Lin, Hongyu and
Han, Xianpei and
Cao, Boxi and
Sun, Le* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L852-L863)
```liu-etal-2022-pre```
- [](https://aclanthology.org/2022.acl-short.38) [**PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction**](https://aclanthology.org/2022.acl-short.38) ,
by *Rathore, Vipul and
Badola, Kartikeya and
Singla, Parag and
., Mausam* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L865-L875)
```rathore-etal-2022-pare```
- [](https://doi.org/10.18653/v1/2021.findings-acl.214) [**Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event
Detection**](https://doi.org/10.18653/v1/2021.findings-acl.214) ,
by *Shirong Shen and
Tongtong Wu and
Guilin Qi and
Yuan{-}Fang Li and
Gholamreza Haffari and
Sheng Bi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L932-L945)
```ShenWQLHB21```
- [](https://aclanthology.org/2021.acl-long.492) [**Document-level Event Extraction via Parallel Prediction Networks**](https://aclanthology.org/2021.acl-long.492) ,
by *Yang, Hang and
Sui, Dianbo and
Chen, Yubo and
Liu, Kang and
Zhao, Jun and
Wang, Taifeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1518-L1532)
```yang-etal-2021-document```
- [](https://aclanthology.org/2021.acl-long.491) [**CLEVE: Contrastive Pre-training for Event Extraction**](https://aclanthology.org/2021.acl-long.491) ,
by *Wang, Ziqi and
Wang, Xiaozhi and
Han, Xu and
Lin, Yankai and
Hou, Lei and
Liu, Zhiyuan and
Li, Peng and
Li, Juanzi and
Zhou, Jie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1534-L1549)
```wang-etal-2021-cleve```
- [](https://aclanthology.org/2021.acl-long.486) [**PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction**](https://aclanthology.org/2021.acl-long.486) ,
by *Zheng, Hengyi and
Wen, Rui and
Chen, Xi and
Yang, Yifan and
Zhang, Yunyan and
Zhang, Ziheng and
Zhang, Ningyu and
Qin, Bin and
Ming, Xu and
Zheng, Yefeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1551-L1567)
```zheng-etal-2021-prgc```
- [](https://aclanthology.org/2021.acl-short.67) [**TIMERS: Document-level Temporal Relation Extraction**](https://aclanthology.org/2021.acl-short.67) ,
by *Mathur, Puneet and
Jain, Rajiv and
Dernoncourt, Franck and
Morariu, Vlad and
Tran, Quan Hung and
Manocha, Dinesh* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1569-L1581)
```mathur-etal-2021-timers```
- [](https://aclanthology.org/2021.acl-long.248) [**Few-NERD: A Few-shot Named Entity Recognition Dataset**](https://aclanthology.org/2021.acl-long.248) ,
by *Ding, Ning and
Xu, Guangwei and
Chen, Yulin and
Wang, Xiaobin and
Han, Xu and
Xie, Pengjun and
Zheng, Haitao and
Liu, Zhiyuan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1583-L1597)
```ding-etal-2021-nerd```
- [](https://aclanthology.org/2021.acl-long.496) [**Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding**](https://aclanthology.org/2021.acl-long.496) ,
by *Cheng, Liying and
Wu, Tianyu and
Bing, Lidong and
Si, Luo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1599-L1611)
```cheng-etal-2021-argument```
- [](https://aclanthology.org/2021.acl-long.19) [**UniRE: A Unified Label Space for Entity Relation Extraction**](https://aclanthology.org/2021.acl-long.19) ,
by *Wang, Yijun and
Sun, Changzhi and
Wu, Yuanbin and
Zhou, Hao and
Li, Lei and
Yan, Junchi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1613-L1625)
```wang-etal-2021-unire```
- [](https://aclanthology.org/2021.acl-short.118) [**Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction**](https://aclanthology.org/2021.acl-short.118) ,
by *Li, Chenliang and
Bi, Bin and
Yan, Ming and
Wang, Wei and
Huang, Songfang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1627-L1638)
```li-etal-2021-addressing```
- [](https://aclanthology.org/2021.acl-long.20) [**Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction**](https://aclanthology.org/2021.acl-long.20) ,
by *Cui, Li and
Yang, Deqing and
Yu, Jiaxin and
Hu, Chengwei and
Cheng, Jiayang and
Yi, Jingjie and
Xiao, Yanghua* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1640-L1653)
```cui-etal-2021-refining```
- [](https://aclanthology.org/2021.acl-short.124) [**Entity Concept-enhanced Few-shot Relation Extraction**](https://aclanthology.org/2021.acl-short.124) ,
by *Yang, Shan and
Zhang, Yongfei and
Niu, Guanglin and
Zhao, Qinghua and
Pu, Shiliang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1655-L1666)
```yang-etal-2021-entity```
- [](https://aclanthology.org/2021.acl-long.217) [**Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction**](https://aclanthology.org/2021.acl-long.217) ,
by *Lu, Yaojie and
Lin, Hongyu and
Xu, Jin and
Han, Xianpei and
Tang, Jialong and
Li, Annan and
Sun, Le and
Liao, Meng and
Chen, Shaoyi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1668-L1683)
```lu-etal-2021-text2event```
- [](https://aclanthology.org/2021.acl-long.344) [**Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks**](https://aclanthology.org/2021.acl-long.344) ,
by *Tian, Yuanhe and
Chen, Guimin and
Song, Yan and
Wan, Xiang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1685-L1695)
```tian-etal-2021-dependency```
- [](https://aclanthology.org/2021.acl-long.146) [**Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases**](https://aclanthology.org/2021.acl-long.146) ,
by *Cao, Boxi and
Lin, Hongyu and
Han, Xianpei and
Sun, Le and
Yan, Lingyong and
Liao, Meng and
Xue, Tong and
Xu, Jin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1697-L1711)
```cao-etal-2021-knowledgeable```
- [](https://aclanthology.org/2021.acl-long.359) [**How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction**](https://aclanthology.org/2021.acl-long.359) ,
by *Hu, Zikun and
Cao, Yixin and
Huang, Lifu and
Chua, Tat-Seng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1713-L1723)
```hu-etal-2021-knowledge```
- [](https://aclanthology.org/2021.acl-long.360) [**Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction**](https://aclanthology.org/2021.acl-long.360) ,
by *Wei, Kaiwen and
Sun, Xian and
Zhang, Zequn and
Zhang, Jingyuan and
Zhi, Guo and
Jin, Li* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1725-L1737)
```wei-etal-2021-trigger```
- [](https://aclanthology.org/2021.acl-long.361) [**Element Intervention for Open Relation Extraction**](https://aclanthology.org/2021.acl-long.361) ,
by *Liu, Fangchao and
Yan, Lingyong and
Lin, Hongyu and
Han, Xianpei and
Sun, Le* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1739-L1750)
```liu-etal-2021-element```
- [](https://aclanthology.org/2021.acl-long.363) [**CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction**](https://aclanthology.org/2021.acl-long.363) ,
by *Jiang, Zhengbao and
Han, Jialong and
Sisman, Bunyamin and
Dong, Xin Luna* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1752-L1762)
```jiang-etal-2021-cori```
- [](https://aclanthology.org/2021.acl-long.274) [**Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker**](https://aclanthology.org/2021.acl-long.274) ,
by *Xu, Runxin and
Liu, Tianyu and
Li, Lei and
Chang, Baobao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1764-L1774)
```xu-etal-2021-document```
- [](https://aclanthology.org/2021.acl-long.277) [**Revisiting the Negative Data of Distantly Supervised Relation Extraction**](https://aclanthology.org/2021.acl-long.277) ,
by *Xie, Chenhao and
Liang, Jiaqing and
Liu, Jingping and
Huang, Chengsong and
Huang, Wenhao and
Xiao, Yanghua* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1776-L1788)
```xie-etal-2021-revisiting```
- [](https://aclanthology.org/2021.acl-long.488) [**Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference**](https://aclanthology.org/2021.acl-long.488) ,
by *Lai, Tuan and
Ji, Heng and
Zhai, ChengXiang and
Tran, Quan Hung* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1790-L1800)
```lai-etal-2021-joint```
- [](https://aclanthology.org/2021.acl-long.484) [**SENT: Sentence-level Distant Relation Extraction via Negative Training**](https://aclanthology.org/2021.acl-long.484) ,
by *Ma, Ruotian and
Gui, Tao and
Li, Linyang and
Zhang, Qi and
Huang, Xuanjing and
Zhou, Yaqian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1802-L1814)
```ma-etal-2021-sent```
- [](https://aclanthology.org/2021.acl-long.375) [**StereoRel: Relational Triple Extraction from a Stereoscopic Perspective**](https://aclanthology.org/2021.acl-long.375) ,
by *Tian, Xuetao and
Jing, Liping and
He, Lu and
Liu, Feng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1816-L1826)
```tian-etal-2021-stereorel```
- [](https://aclanthology.org/2021.acl-long.483) [**CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction**](https://aclanthology.org/2021.acl-long.483) ,
by *Chen, Tao and
Shi, Haizhou and
Tang, Siliang and
Chen, Zhigang and
Wu, Fei and
Zhuang, Yueting* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1828-L1840)
```chen-etal-2021-cil```
- [](https://aclanthology.org/2021.acl-long.60) [**From Discourse to Narrative: Knowledge Projection for Event Relation Extraction**](https://aclanthology.org/2021.acl-long.60) ,
by *Tang, Jialong and
Lin, Hongyu and
Liao, Meng and
Lu, Yaojie and
Han, Xianpei and
Sun, Le and
Xie, Weijian and
Xu, Jin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1842-L1856)
```tang-etal-2021-discourse```
- [](https://aclanthology.org/2021.acl-short.42) [**Zero-shot Event Extraction via Transfer Learning: Challenges and Insights**](https://aclanthology.org/2021.acl-short.42) ,
by *Lyu, Qing and
Zhang, Hongming and
Sulem, Elior and
Roth, Dan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1858-L1868)
```lyu-etal-2021-zero```
- [](https://aclanthology.org/2021.acl-short.41) [**ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction**](https://aclanthology.org/2021.acl-short.41) ,
by *Lee, Chen-Yu and
Li, Chun-Liang and
Wang, Chu and
Wang, Renshen and
Fujii, Yasuhisa and
Qin, Siyang and
Popat, Ashok and
Pfister, Tomas* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1870-L1884)
```lee-etal-2021-rope```
- [](https://aclanthology.org/2021.acl-short.126) [**Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction**](https://aclanthology.org/2021.acl-short.126) ,
by *Huang, Quzhe and
Zhu, Shengqi and
Feng, Yansong and
Ye, Yuan and
Lai, Yuxuan and
Zhao, Dongyan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1886-L1898)
```huang-etal-2021-three```
- [](https://aclanthology.org/2020.acl-main.713) [**A Joint Neural Model for Information Extraction with Global Features**](https://aclanthology.org/2020.acl-main.713) ,
by *Lin, Ying and
Ji, Heng and
Huang, Fei and
Wu, Lingfei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1330-L1340)
```lin-etal-2020-joint```
- [](https://www.aclweb.org/anthology/2020.acl-main.751) [**TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories**](https://www.aclweb.org/anthology/2020.acl-main.751) ,
by *Karamanolakis, Giannis and
Ma, Jun and
Dong, Xin Luna* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1482-L1492)
```karamanolakis-etal-2020-txtract```
- [](https://www.aclweb.org/anthology/2020.acl-main.721) [**ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages**](https://www.aclweb.org/anthology/2020.acl-main.721) ,
by *Lockard, Colin and
Shiralkar, Prashant and
Dong, Xin Luna and
Hajishirzi, Hannaneh* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1494-L1504)
```lockard-etal-2020-zeroshotceres```
- [](https://www.aclweb.org/anthology/2020.acl-main.715) [**Exploiting the Syntax-Model Consistency for Neural Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.715) ,
by *Pouran Ben Veyseh, Amir and
Dernoncourt, Franck and
Dou, Dejing and
Nguyen, Thien Huu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1506-L1516)
```pouran-ben-veyseh-etal-2020-exploiting```
- [](https://www.aclweb.org/anthology/2020.acl-main.670) [**SciREX: A Challenge Dataset for Document-Level Information Extraction**](https://www.aclweb.org/anthology/2020.acl-main.670) ,
by *Jain, Sarthak and
van Zuylen, Madeleine and
Hajishirzi, Hannaneh and
Beltagy, Iz* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1902-L1912)
```jain-etal-2020-scirex```
- [](https://www.aclweb.org/anthology/2020.acl-main.669) [**Revisiting Unsupervised Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.669) ,
by *Tran, Thy Thy and
Le, Phong and
Ananiadou, Sophia* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1914-L1922)
```tran-etal-2020-revisiting```
- [](https://www.aclweb.org/anthology/2020.acl-main.579) [**Relation Extraction with Explanation**](https://www.aclweb.org/anthology/2020.acl-main.579) ,
by *Shahbazi, Hamed and
Fern, Xiaoli and
Ghaeini, Reza and
Tadepalli, Prasad* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1924-L1934)
```shahbazi-etal-2020-relation```
- [](https://www.aclweb.org/anthology/2020.acl-main.527) [**Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents**](https://www.aclweb.org/anthology/2020.acl-main.527) ,
by *Chen, Daoyuan and
Li, Yaliang and
Lei, Kai and
Shen, Ying* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1936-L1946)
```chen-etal-2020-relabel```
- [](https://www.aclweb.org/anthology/2020.acl-main.521) [**IMoJIE: Iterative Memory-Based Joint Open Information Extraction**](https://www.aclweb.org/anthology/2020.acl-main.521) ,
by *Kolluru, Keshav and
Aggarwal, Samarth and
Rathore, Vipul and
{Mausam} and
Chakrabarti, Soumen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1966-L1977)
```kolluru-etal-2020-imojie```
- [](https://www.aclweb.org/anthology/2020.acl-main.444) [**Dialogue-Based Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.444) ,
by *Yu, Dian and
Sun, Kai and
Cardie, Claire and
Yu, Dong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1979-L1989)
```yu-etal-2020-dialogue```
- [](https://www.aclweb.org/anthology/2020.acl-main.230) [**Cross-media Structured Common Space for Multimedia Event Extraction**](https://www.aclweb.org/anthology/2020.acl-main.230) ,
by *Li, Manling and
Zareian, Alireza and
Zeng, Qi and
Whitehead, Spencer and
Lu, Di and
Ji, Heng and
Chang, Shih-Fu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1991-L2004)
```li-etal-2020-cross```
- [](https://www.aclweb.org/anthology/2020.acl-main.142) [**TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task**](https://www.aclweb.org/anthology/2020.acl-main.142) ,
by *Alt, Christoph and
Gabryszak, Aleksandra and
Hennig, Leonhard* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2006-L2015)
```alt-etal-2020-tacred```
- [](https://www.aclweb.org/anthology/2020.acl-main.140) [**Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.140) ,
by *Alt, Christoph and
Gabryszak, Aleksandra and
Hennig, Leonhard* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2018-L2027)
```alt-etal-2020-probing```
- [](https://www.aclweb.org/anthology/2020.acl-main.139) [**Named Entity Recognition without Labelled Data: A Weak Supervision Approach**](https://www.aclweb.org/anthology/2020.acl-main.139) ,
by *Lison, Pierre and
Barnes, Jeremy and
Hubin, Aliaksandr and
Touileb, Samia* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2029-L2039)
```lison-etal-2020-named```
- [](https://www.aclweb.org/anthology/2020.acl-main.137) [**In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts**](https://www.aclweb.org/anthology/2020.acl-main.137) ,
by *Kruiper, Ruben and
Vincent, Julian and
Chen-Burger, Jessica and
Desmulliez, Marc and
Konstas, Ioannis* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2041-L2052)
```kruiper-etal-2020-laymans```
- [](https://www.aclweb.org/anthology/2020.acl-main.136) [**A Novel Cascade Binary Tagging Framework for Relational Triple Extraction**](https://www.aclweb.org/anthology/2020.acl-main.136) ,
by *Wei, Zhepei and
Su, Jianlin and
Wang, Yue and
Tian, Yuan and
Chang, Yi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2054-L2065)
```wei-etal-2020-novel```
- [](https://doi.org/10.18653/v1/2020.acl-main.714) [**Document-Level Event Role Filler Extraction using Multi-Granularity
Contextualized Encoding**](https://doi.org/10.18653/v1/2020.acl-main.714) ,
by *Xinya Du and
Claire Cardie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2341-L2350)
```DuC20```
- [](https://doi.org/10.18653/v1/2020.acl-main.718) [**Multi-Sentence Argument Linking**](https://doi.org/10.18653/v1/2020.acl-main.718) ,
by *Seth Ebner and
Patrick Xia and
Ryan Culkin and
Kyle Rawlins and
Benjamin Van Durme* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2375-L2386)
```EbnerXCRD20```
- [](https://doi.org/10.18653/v1/2020.acl-main.141) [**Reasoning with Latent Structure Refinement for Document-Level Relation
Extraction**](https://doi.org/10.18653/v1/2020.acl-main.141) ,
by *Guoshun Nan and
Zhijiang Guo and
Ivan Sekulic and
Wei Lu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2512-L2523)
```NanGSL20```
- [](https://doi.org/10.18653/v1/2020.acl-main.667) [**A Two-Step Approach for Implicit Event Argument Detection**](https://doi.org/10.18653/v1/2020.acl-main.667) ,
by *Zhisong Zhang and
Xiang Kong and
Zhengzhong Liu and
Xuezhe Ma and
Eduard H. Hovy* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2644-L2655)
```ZhangKLMH20```
- [](https://doi.org/10.18653/v1/p19-1136) [**GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction**](https://doi.org/10.18653/v1/p19-1136) ,
by *Tsu{-}Jui Fu and
Peng{-}Hsuan Li and
Wei{-}Yun Ma* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1029-L1038)
```FuLM19```
- [](https://doi.org/10.18653/v1/p19-1128) [**Graph Neural Networks with Generated Parameters for Relation Extraction**](https://doi.org/10.18653/v1/p19-1128) ,
by *Hao Zhu and
Yankai Lin and
Zhiyuan Liu and
Jie Fu and
Tat{-}Seng Chua and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1077-L1089)
```ZhuLLFCS19```
- [](https://doi.org/10.18653/v1/p19-1279) [**Matching the Blanks: Distributional Similarity for Relation Learning**](https://doi.org/10.18653/v1/p19-1279) ,
by *Livio Baldini Soares and
Nicholas FitzGerald and
Jeffrey Ling and
Tom Kwiatkowski* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1149-L1159) ```MTB
```
```SoaresFLK19```
- [](https://doi.org/10.18653/v1/p19-1277) [**Multi-Level Matching and Aggregation Network for Few-Shot Relation
Classification**](https://doi.org/10.18653/v1/p19-1277) ,
by *Zhi{-}Xiu Ye and
Zhen{-}Hua Ling* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1210-L1219) ```MLMAN
```
```YeL19```
- [](https://www.aclweb.org/anthology/P19-1074) [**DocRED: A Large-Scale Document-Level Relation Extraction Dataset**](https://www.aclweb.org/anthology/P19-1074) ,
by *Yao, Yuan and
Ye, Deming and
Li, Peng and
Han, Xu and
Lin, Yankai and
Liu, Zhenghao and
Liu, Zhiyuan and
Huang, Lixin and
Zhou, Jie and
Sun, Maosong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2399-L2415)
```yao-etal-2019-docred```
- [](https://aclanthology.org/P18-1047/) [**Extracting Relational Facts by an End-to-End Neural Model with Copy
Mechanism**](https://aclanthology.org/P18-1047/) ,
by *Xiangrong Zeng and
Daojian Zeng and
Shizhu He and
Kang Liu and
Jun Zhao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1269-L1285)
```LiuZZHZ18```
- [](https://doi.org/10.18653/v1/P17-1017) [**Creating Training Corpora for NLG Micro-Planners**](https://doi.org/10.18653/v1/P17-1017) ,
by *Claire Gardent and
Anastasia Shimorina and
Shashi Narayan and
Laura Perez{-}Beltrachini* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1297-L1311)
```GardentSNP17```
- [](https://doi.org/10.3115/v1/p14-5010) [**The Stanford CoreNLP Natural Language Processing Toolkit**](https://doi.org/10.3115/v1/p14-5010) ,
by *Christopher D. Manning and
Mihai Surdeanu and
John Bauer and
Jenny Rose Finkel and
Steven Bethard and
David McClosky* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L917-L930)
```ManningSBFBM14```
- [](https://doi.org/10.3115/v1/p14-1038) [**Incremental Joint Extraction of Entity Mentions and Relations**](https://doi.org/10.3115/v1/p14-1038) ,
by *Qi Li and
Heng Ji* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L974-L982)
```LiJ14```
- [](https://aclanthology.org/P11-1056/) [**Exploiting Syntactico-Semantic Structures for Relation Extraction**](https://aclanthology.org/P11-1056/) ,
by *Yee Seng Chan and
Dan Roth* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L996-L1004)
```ChanR11```
- [](https://aclanthology.org/P05-1053/) [**Exploring Various Knowledge in Relation Extraction**](https://aclanthology.org/P05-1053/) ,
by *Guodong Zhou and
Jian Su and
Jie Zhang and
Min Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L984-L994)
```ZhouSZZ05```
## EMNLP
- [](https://aclanthology.org/2021.emnlp-main.366) [**CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild**](https://aclanthology.org/2021.emnlp-main.366) ,
by *Yao, Yuan and
Du, Jiaju and
Lin, Yankai and
Li, Peng and
Liu, Zhiyuan and
Zhou, Jie and
Sun, Maosong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L311-L325)
```yao-etal-2021-codred```
- [](https://aclanthology.org/2021.emnlp-main.95) [**Learning Logic Rules for Document-Level Relation Extraction**](https://aclanthology.org/2021.emnlp-main.95) ,
by *Ru, Dongyu and
Sun, Changzhi and
Feng, Jiangtao and
Qiu, Lin and
Zhou, Hao and
Zhang, Weinan and
Yu, Yong and
Li, Lei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L327-L342)
```ru-etal-2021-learning```
- [](https://aclanthology.org/2021.emnlp-main.94) [**Zero-Shot Information Extraction as a Unified Text-to-Triple Translation**](https://aclanthology.org/2021.emnlp-main.94) ,
by *Wang, Chenguang and
Liu, Xiao and
Chen, Zui and
Hong, Haoyun and
Tang, Jie and
Song, Dawn* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L344-L357)
```wang-etal-2021-zero```
- [](https://aclanthology.org/2021.emnlp-main.763) [**Uncovering Main Causalities for Long-tailed Information Extraction**](https://aclanthology.org/2021.emnlp-main.763) ,
by *Nan, Guoshun and
Zeng, Jiaqi and
Qiao, Rui and
Guo, Zhijiang and
Lu, Wei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L359-L371)
```nan-etal-2021-uncovering```
- [](https://aclanthology.org/2021.emnlp-main.765) [**A Relation-Oriented Clustering Method for Open Relation Extraction**](https://aclanthology.org/2021.emnlp-main.765) ,
by *Zhao, Jun and
Gui, Tao and
Zhang, Qi and
Zhou, Yaqian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L373-L384)
```zhao-etal-2021-relation```
- [](https://aclanthology.org/2021.emnlp-main.816) [**Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction**](https://aclanthology.org/2021.emnlp-main.816) ,
by *Taill{\'e}, Bruno and
Guigue, Vincent and
Scoutheeten, Geoffrey and
Gallinari, Patrick* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L386-L397)
```taille-etal-2021-separating```
- [](https://aclanthology.org/2021.emnlp-main.635) [**TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations**](https://aclanthology.org/2021.emnlp-main.635) ,
by *Li, Xianming and
Luo, Xiaotian and
Dong, Chenghao and
Yang, Daichuan and
Luan, Beidi and
He, Zhen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L399-L412)
```li-etal-2021-tdeer```
- [](https://aclanthology.org/2021.emnlp-main.204) [**Exploring Task Difficulty for Few-Shot Relation Extraction**](https://aclanthology.org/2021.emnlp-main.204) ,
by *Han, Jiale and
Cheng, Bo and
Lu, Wei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L414-L424)
```han-etal-2021-exploring```
- [](https://aclanthology.org/2021.emnlp-main.208) [**A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling**](https://aclanthology.org/2021.emnlp-main.208) ,
by *Ren, Feiliang and
Zhang, Longhui and
Yin, Shujuan and
Zhao, Xiaofeng and
Liu, Shilei and
Li, Bochao and
Liu, Yaduo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L426-L440)
```ren-etal-2021-novel```
- [](https://aclanthology.org/2021.emnlp-main.426) [**Document-level Entity-based Extraction as Template Generation**](https://aclanthology.org/2021.emnlp-main.426) ,
by *Huang, Kung-Hsiang and
Tang, Sam and
Peng, Nanyun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L442-L452)
```huang-etal-2021-document```
- [](https://aclanthology.org/2021.emnlp-main.429) [**Modular Self-Supervision for Document-Level Relation Extraction**](https://aclanthology.org/2021.emnlp-main.429) ,
by *Zhang, Sheng and
Wong, Cliff and
Usuyama, Naoto and
Jain, Sarthak and
Naumann, Tristan and
Poon, Hoifung* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L454-L467)
```zhang-etal-2021-modular```
- [](https://aclanthology.org/2021.emnlp-main.212) [**MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction**](https://aclanthology.org/2021.emnlp-main.212) ,
by *Dong, Manqing and
Pan, Chunguang and
Luo, Zhipeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L469-L479) ```proposing a label-aware method for low-resource relation extraction
```
```dong-etal-2021-mapre```
- [](https://aclanthology.org/2021.emnlp-main.214) [**Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction**](https://aclanthology.org/2021.emnlp-main.214) ,
by *Liu, Jian and
Chen, Yufeng and
Xu, Jinan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L484-L494)
```liu-etal-2021-machine```
- [](https://aclanthology.org/2021.emnlp-main.433) [**Towards Realistic Few-Shot Relation Extraction**](https://aclanthology.org/2021.emnlp-main.433) ,
by *Brody, Sam and
Wu, Sichao and
Benton, Adrian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L496-L506)
```brody-etal-2021-towards```
- [](https://aclanthology.org/2021.emnlp-main.216) [**Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction**](https://aclanthology.org/2021.emnlp-main.216) ,
by *Hu, Xuming and
Zhang, Chenwei and
Yang, Yawen and
Li, Xiaohe and
Lin, Li and
Wen, Lijie and
Yu, Philip S.* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L508-L522)
```hu-etal-2021-gradient```
- [](https://aclanthology.org/2021.emnlp-main.435) [**Incorporating medical knowledge in BERT for clinical relation extraction**](https://aclanthology.org/2021.emnlp-main.435) ,
by *Roy, Arpita and
Pan, Shimei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L524-L533)
```roy-pan-2021-incorporating```
- [](https://aclanthology.org/2021.emnlp-main.218) [**Entity Relation Extraction as Dependency Parsing in Visually Rich Documents**](https://aclanthology.org/2021.emnlp-main.218) ,
by *Zhang, Yue and
Bo, Zhang and
Wang, Rui and
Cao, Junjie and
Li, Chen and
Bao, Zuyi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L535-L548)
```zhang-etal-2021-entity```
- [](https://aclanthology.org/2021.emnlp-main.219) [**Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction**](https://aclanthology.org/2021.emnlp-main.219) ,
by *Wu, Hui and
Shi, Xiaodong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L550-L559)
```wu-shi-2021-synchronous```
- [](https://aclanthology.org/2021.emnlp-main.437) [**Learning from Noisy Labels for Entity-Centric Information Extraction**](https://aclanthology.org/2021.emnlp-main.437) ,
by *Zhou, Wenxuan and
Chen, Muhao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L561-L570) ```Model ensembling for both NER and RE.
```
```zhou-chen-2021-learning```
- [](https://aclanthology.org/2021.emnlp-main.440) [**Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments**](https://aclanthology.org/2021.emnlp-main.440) ,
by *Nguyen, Minh Van and
Nguyen, Tuan Ngo and
Min, Bonan and
Nguyen, Thien Huu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L573-L584)
```nguyen-etal-2021-crosslingual```
- [](https://aclanthology.org/2021.emnlp-main.228) [**Relation Extraction with Word Graphs from N-grams**](https://aclanthology.org/2021.emnlp-main.228) ,
by *Qin, Han and
Tian, Yuanhe and
Song, Yan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L586-L596)
```qin-etal-2021-relation```
- [](https://aclanthology.org/2021.emnlp-main.146) [**AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions**](https://aclanthology.org/2021.emnlp-main.146) ,
by *Ding, Haoran and
Luo, Xiao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L598-L607)
```ding-luo-2021-attentionrank```
- [](https://aclanthology.org/2021.emnlp-main.14) [**Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context**](https://aclanthology.org/2021.emnlp-main.14) ,
by *Liang, Xinnian and
Wu, Shuangzhi and
Li, Mu and
Li, Zhoujun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L609-L620)
```liang-etal-2021-unsupervised```
- [](https://aclanthology.org/2021.emnlp-main.147) [**Unsupervised Relation Extraction: A Variational Autoencoder Approach**](https://aclanthology.org/2021.emnlp-main.147) ,
by *Yuan, Chenhan and
Eldardiry, Hoda* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L622-L631)
```yuan-eldardiry-2021-unsupervised```
- [](https://aclanthology.org/2021.emnlp-main.149) [**Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction**](https://aclanthology.org/2021.emnlp-main.149) ,
by *Yarmohammadi, Mahsa and
Wu, Shijie and
Marone, Marc and
Xu, Haoran and
Ebner, Seth and
Qin, Guanghui and
Chen, Yunmo and
Guo, Jialiang and
Harman, Craig and
Murray, Kenton and
White, Aaron Steven and
Dredze, Mark and
Van Durme, Benjamin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L633-L653)
```yarmohammadi-etal-2021-everything```
- [](https://aclanthology.org/2021.emnlp-main.17) [**A Partition Filter Network for Joint Entity and Relation Extraction**](https://aclanthology.org/2021.emnlp-main.17) ,
by *Yan, Zhiheng and
Zhang, Chong and
Fu, Jinlan and
Zhang, Qi and
Wei, Zhongyu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L655-L667) ```A Non-transformer method for joint entity-relation extraction.
```
```yan-etal-2021-partition```
- [](https://aclanthology.org/2021.emnlp-main.171) [**Generation and Extraction Combined Dialogue State Tracking with Hierarchical Ontology Integration**](https://aclanthology.org/2021.emnlp-main.171) ,
by *Li, Xinmeng and
Li, Qian and
Wu, Wansen and
Yin, Quanjun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L670-L681)
```li-etal-2021-generation```
- [](https://aclanthology.org/2021.emnlp-main.271) [**Cost-effective End-to-end Information Extraction for Semi-structured Document Images**](https://aclanthology.org/2021.emnlp-main.271) ,
by *Hwang, Wonseok and
Lee, Hyunji and
Yim, Jinyeong and
Kim, Geewook and
Seo, Minjoon* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L683-L695)
```hwang-etal-2021-cost```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.129) [**MAVEN: A Massive General Domain Event Detection Dataset**](https://www.aclweb.org/anthology/2020.emnlp-main.129) ,
by *Wang, Xiaozhi and
Wang, Ziqi and
Han, Xu and
Jiang, Wangyi and
Han, Rong and
Liu, Zhiyuan and
Li, Juanzi and
Li, Peng and
Lin, Yankai and
Zhou, Jie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2067-L2083)
```wang-etal-2020-maven```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.693) [**Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning**](https://www.aclweb.org/anthology/2020.emnlp-main.693) ,
by *Liu, Ye and
Zhang, Sheng and
Song, Rui and
Feng, Suo and
Xiao, Yanghua* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2085-L2096)
```liu-etal-2020-knowledge```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.690) [**Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.690) ,
by *Hohenecker, Patrick and
Mtumbuka, Frank and
Kocijan, Vid and
Lukasiewicz, Thomas* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2098-L2108)
```hohenecker-etal-2020-systematic```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.627) [**Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification**](https://www.aclweb.org/anthology/2020.emnlp-main.627) ,
by *Subramanian, Shyam and
Lee, Kyumin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2110-L2118)
```subramanian-lee-2020-hierarchical```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.626) [**MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge**](https://www.aclweb.org/anthology/2020.emnlp-main.626) ,
by *Khosla, Sopan and
Vashishth, Shikhar and
Lehman, Jill Fain and
Rose, Carolyn* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2120-L2130)
```khosla-etal-2020-medfilter```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.461) [**Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.461) ,
by *Han, Rujun and
Zhou, Yichao and
Peng, Nanyun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2132-L2141)
```han-etal-2020-domain```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.306) [**OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.306) ,
by *Kolluru, Keshav and
Adlakha, Vaibhav and
Aggarwal, Samarth and
{Mausam} and
Chakrabarti, Soumen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2143-L2154)
```kolluru-etal-2020-openie6```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.304) [**Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations**](https://www.aclweb.org/anthology/2020.emnlp-main.304) ,
by *Sun, Kai and
Zhang, Richong and
Mensah, Samuel and
Mao, Yongyi and
Liu, Xudong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2156-L2167)
```sun-etal-2020-recurrent```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.302) [**Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data**](https://www.aclweb.org/anthology/2020.emnlp-main.302) ,
by *Rosenman, Shachar and
Jacovi, Alon and
Goldberg, Yoav* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2169-L2178)
```rosenman-etal-2020-exposing```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.301) [**Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!**](https://www.aclweb.org/anthology/2020.emnlp-main.301) ,
by *Taill{\'e}, Bruno and
Guigue, Vincent and
Scoutheeten, Geoffrey and
Gallinari, Patrick* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2180-L2190)
```taille-etal-2020-lets```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.300) [**Denoising Relation Extraction from Document-level Distant Supervision**](https://www.aclweb.org/anthology/2020.emnlp-main.300) ,
by *Xiao, Chaojun and
Yao, Yuan and
Xie, Ruobing and
Han, Xu and
Liu, Zhiyuan and
Sun, Maosong and
Lin, Fen and
Lin, Leyu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2192-L2206)
```xiao-etal-2020-denoising```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.299) [**SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.299) ,
by *Hu, Xuming and
Wen, Lijie and
Xu, Yusong and
Zhang, Chenwei and
Yu, Philip* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2208-L2219)
```hu-etal-2020-selfore```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.298) [**Learning from Context or Names? An Empirical Study on Neural Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.298) ,
by *Peng, Hao and
Gao, Tianyu and
Han, Xu and
Lin, Yankai and
Li, Peng and
Liu, Zhiyuan and
Sun, Maosong and
Zhou, Jie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2221-L2235)
```peng-etal-2020-learning```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.153) [**An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.153) ,
by *Paranjape, Bhargavi and
Joshi, Mandar and
Thickstun, John and
Hajishirzi, Hannaneh and
Zettlemoyer, Luke* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2237-L2248)
```paranjape-etal-2020-information```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.132) [**Pre-training Entity Relation Encoder with Intra-span and Inter-span Information**](https://www.aclweb.org/anthology/2020.emnlp-main.132) ,
by *Wang, Yijun and
Sun, Changzhi and
Wu, Yuanbin and
Yan, Junchi and
Gao, Peng and
Xie, Guotong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2250-L2262)
```wang-etal-2020-pre```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.133) [**Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**](https://www.aclweb.org/anthology/2020.emnlp-main.133) ,
by *Wang, Jue and
Lu, Wei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2264-L2272)
```wang-lu-2020-two```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.128) [**Event Extraction as Machine Reading Comprehension**](https://www.aclweb.org/anthology/2020.emnlp-main.128) ,
by *Liu, Jian and
Chen, Yubo and
Liu, Kang and
Bi, Wei and
Liu, Xiaojiang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2274-L2285)
```liu-etal-2020-event```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.51) [**Joint Constrained Learning for Event-Event Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.51) ,
by *Wang, Haoyu and
Chen, Muhao and
Zhang, Hongming and
Roth, Dan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2287-L2297)
```wang-etal-2020-joint```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.49) [**Event Extraction by Answering (Almost) Natural Questions**](https://www.aclweb.org/anthology/2020.emnlp-main.49) ,
by *Du, Xinya and
Cardie, Claire* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2299-L2307)
```du-cardie-2020-event```
- [](https://doi.org/10.18653/v1/2020.emnlp-main.582) [**Coreferential Reasoning Learning for Language Representation**](https://doi.org/10.18653/v1/2020.emnlp-main.582) ,
by *Deming Ye and
Yankai Lin and
Jiaju Du and
Zhenghao Liu and
Peng Li and
Maosong Sun and
Zhiyuan Liu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2445-L2458)
```YeLDLLSL20```
- [](https://doi.org/10.18653/v1/2020.emnlp-main.127) [**Double Graph Based Reasoning for Document-level Relation Extraction**](https://doi.org/10.18653/v1/2020.emnlp-main.127) ,
by *Shuang Zeng and
Runxin Xu and
Baobao Chang and
Lei Li* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2525-L2535)
```ZengXCL20```
- [](https://doi.org/10.18653/v1/2020.emnlp-main.303) [**Global-to-Local Neural Networks for Document-Level Relation Extraction**](https://doi.org/10.18653/v1/2020.emnlp-main.303) ,
by *Difeng Wang and
Wei Hu and
Ermei Cao and
Weijian Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2578-L2588)
```WangHCS20```
- [](https://doi.org/10.18653/v1/D19-1649) [**FewRel 2.0: Towards More Challenging Few-Shot Relation Classification**](https://doi.org/10.18653/v1/D19-1649) ,
by *Tianyu Gao and
Xu Han and
Hao Zhu and
Zhiyuan Liu and
Peng Li and
Maosong Sun and
Jie Zhou* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1194-L1207) ```Fewrel 2.0 dataset
```
```GaoHZLLSZ19```
- [](https://doi.org/10.18653/v1/D19-1498) [**Connecting the Dots: Document-level Neural Relation Extraction with
Edge-oriented Graphs**](https://doi.org/10.18653/v1/D19-1498) ,
by *Fenia Christopoulou and
Makoto Miwa and
Sophia Ananiadou* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2500-L2510)
```ChristopoulouMA19```
- [](https://doi.org/10.18653/v1/d18-1514) [**FewRel: A Large-Scale Supervised Few-shot Relation Classification
Dataset with State-of-the-Art Evaluation**](https://doi.org/10.18653/v1/d18-1514) ,
by *Xu Han and
Hao Zhu and
Pengfei Yu and
Ziyun Wang and
Yuan Yao and
Zhiyuan Liu and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1177-L1191) ```FewRel dataset
```
```HanZYWYLS18```
- [](https://doi.org/10.3115/v1/d14-1200) [**Modeling Joint Entity and Relation Extraction with Table Representation**](https://doi.org/10.3115/v1/d14-1200) ,
by *Makoto Miwa and
Yutaka Sasaki* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L947-L955)
```MiwaS14```
- [](https://aclanthology.org/W02-1010/) [**Kernel Methods for Relation Extraction**](https://aclanthology.org/W02-1010/) ,
by *Dmitry Zelenko and
Chinatsu Aone and
Anthony Richardella* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1006-L1015)
```ZelenkoAR02```
## NAACL
- [](https://aclanthology.org/2022.naacl-main.370) [**A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction**](https://aclanthology.org/2022.naacl-main.370) ,
by *Xu, Runxin and
Wang, Peiyi and
Liu, Tianyu and
Zeng, Shuang and
Chang, Baobao and
Sui, Zhifang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1-L13)
```xu-etal-2022-two```
- [](https://aclanthology.org/2022.naacl-main.65) [**CompactIE: Compact Facts in Open Information Extraction**](https://aclanthology.org/2022.naacl-main.65) ,
by *Fatahi Bayat, Farima and
Bhutani, Nikita and
Jagadish, H.* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L15-L24)
```fatahi-bayat-etal-2022-compactie```
- [](https://aclanthology.org/2022.naacl-main.375) [**Modeling Multi-Granularity Hierarchical Features for Relation Extraction**](https://aclanthology.org/2022.naacl-main.375) ,
by *Liang, Xinnian and
Wu, Shuangzhi and
Li, Mu and
Li, Zhoujun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L26-L36)
```liang-etal-2022-modeling```
- [](https://aclanthology.org/2022.naacl-main.282) [**Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods**](https://aclanthology.org/2022.naacl-main.282) ,
by *Lee, Juhyuk and
Lee, Min-Joong and
Yang, June Yong and
Yang, Eunho* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L38-L48)
```lee-etal-2022-really```
- [](https://aclanthology.org/2022.naacl-main.395) [**Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction**](https://aclanthology.org/2022.naacl-main.395) ,
by *Xu, Liyan and
Choi, Jinho* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L50-L58)
```xu-choi-2022-modeling```
- [](https://aclanthology.org/2022.naacl-main.291) [**DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction**](https://aclanthology.org/2022.naacl-main.291) ,
by *Tong, MeiHan and
Xu, Bin and
Wang, Shuai and
Han, Meihuan and
Cao, Yixin and
Zhu, Jiangqi and
Chen, Siyu and
Hou, Lei and
Li, Juanzi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L60-L75)
```tong-etal-2022-docee```
- [](https://aclanthology.org/2022.naacl-main.421) [**Few-Shot Document-Level Relation Extraction**](https://aclanthology.org/2022.naacl-main.421) ,
by *Popovic, Nicholas and
F{\"a}rber, Michael* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L77-L85)
```popovic-farber-2022-shot```
- [](https://aclanthology.org/2022.naacl-main.109) [**Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction**](https://aclanthology.org/2022.naacl-main.109) ,
by *Yu, Jiaxin and
Yang, Deqing and
Tian, Shuyu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L87-L96)
```yu-etal-2022-relation```
- [](https://aclanthology.org/2022.naacl-main.212) [**Document-Level Relation Extraction with Sentences Importance Estimation and Focusing**](https://aclanthology.org/2022.naacl-main.212) ,
by *Xu, Wang and
Chen, Kehai and
Mou, Lili and
Zhao, Tiejun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L98-L108)
```xu-etal-2022-document```
- [](https://aclanthology.org/2022.naacl-main.324) [**Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies**](https://aclanthology.org/2022.naacl-main.324) ,
by *Nguyen, Minh Van and
Min, Bonan and
Dernoncourt, Franck and
Nguyen, Thien* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L110-L120)
```nguyen-etal-2022-joint```
- [](https://aclanthology.org/2022.naacl-main.437) [**HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction**](https://aclanthology.org/2022.naacl-main.437) ,
by *Liu, Shuliang and
Hu, Xuming and
Zhang, Chenwei and
Li, Shu{'}ang and
Wen, Lijie and
Yu, Philip* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L122-L134)
```liu-etal-2022-hiure```
- [](https://aclanthology.org/2022.naacl-main.222) [**Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss**](https://aclanthology.org/2022.naacl-main.222) ,
by *Zhou, Hanzhang and
Mao, Kezhi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L136-L144)
```zhou-mao-2022-document```
- [](https://aclanthology.org/2022.naacl-main.224) [**Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis**](https://aclanthology.org/2022.naacl-main.224) ,
by *Wang, Yiwei and
Chen, Muhao and
Zhou, Wenxuan and
Cai, Yujun and
Liang, Yuxuan and
Liu, Dayiheng and
Yang, Baosong and
Liu, Juncheng and
Hooi, Bryan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L146-L161)
```wang-etal-2022-rely```
- [](https://aclanthology.org/2022.naacl-main.48) [**EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction**](https://aclanthology.org/2022.naacl-main.48) ,
by *Xu, Benfeng and
Wang, Quan and
Lyu, Yajuan and
Shi, Yabing and
Zhu, Yong and
Gao, Jie and
Mao, Zhendong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L177-L190)
```xu-etal-2022-emrel```
- [](https://aclanthology.org/2022.naacl-main.138) [**DEGREE: A Data-Efficient Generation-Based Event Extraction Model**](https://aclanthology.org/2022.naacl-main.138) ,
by *Hsu, I-Hung and
Huang, Kuan-Hao and
Boschee, Elizabeth and
Miller, Scott and
Natarajan, Prem and
Chang, Kai-Wei and
Peng, Nanyun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L192-L205)
```hsu-etal-2022-degree```
- [](https://aclanthology.org/2022.naacl-main.342) [**GenIE: Generative Information Extraction**](https://aclanthology.org/2022.naacl-main.342) ,
by *Josifoski, Martin and
De Cao, Nicola and
Peyrard, Maxime and
Petroni, Fabio and
West, Robert* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L207-L218)
```josifoski-etal-2022-genie```
- [](https://aclanthology.org/2022.naacl-main.160) [**Generic and Trend-aware Curriculum Learning for Relation Extraction**](https://aclanthology.org/2022.naacl-main.160) ,
by *Vakil, Nidhi and
Amiri, Hadi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L220-L228)
```vakil-amiri-2022-generic```
- [](https://aclanthology.org/2022.naacl-main.367) [**RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction**](https://aclanthology.org/2022.naacl-main.367) ,
by *Liang, Yuan and
Jiang, Zhuoxuan and
Yin, Di and
Ren, Bo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L230-L240)
```liang-etal-2022-raat```
- [](https://aclanthology.org/2022.naacl-main.171) [**SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction**](https://aclanthology.org/2022.naacl-main.171) ,
by *Xiao, Yuxin and
Zhang, Zecheng and
Mao, Yuning and
Yang, Carl and
Han, Jiawei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L242-L253)
```xiao-etal-2022-sais```
- [](https://aclanthology.org/2022.naacl-main.276) [**GMN: Generative Multi-modal Network for Practical Document Information Extraction**](https://aclanthology.org/2022.naacl-main.276) ,
by *Cao, Haoyu and
Ma, Jiefeng and
Guo, Antai and
Hu, Yiqing and
Liu, Hao and
Jiang, Deqiang and
Liu, Yinsong and
Ren, Bo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L255-L269)
```cao-etal-2022-gmn```
- [](https://www.aclweb.org/anthology/2021.naacl-main.2) [**Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors**](https://www.aclweb.org/anthology/2021.naacl-main.2) ,
by *Christopoulou, Fenia and
Miwa, Makoto and
Ananiadou, Sophia* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1420-L1429)
```christopoulou-etal-2021-distantly```
- [](https://www.aclweb.org/anthology/2021.naacl-main.5) [**A Frustratingly Easy Approach for Entity and Relation Extraction**](https://www.aclweb.org/anthology/2021.naacl-main.5) ,
by *Zhong, Zexuan and
Chen, Danqi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1431-L1439)
```zhong-chen-2021-frustratingly```
- [](https://www.aclweb.org/anthology/2021.naacl-main.272) [**ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning**](https://www.aclweb.org/anthology/2021.naacl-main.272) ,
by *Chen, Chih-Yao and
Li, Cheng-Te* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1441-L1449)
```chen-li-2021-zs```
- [](https://www.aclweb.org/anthology/2021.naacl-main.453) [**Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network**](https://www.aclweb.org/anthology/2021.naacl-main.453) ,
by *Chen, Yubo and
Zhang, Yunqi and
Hu, Changran and
Huang, Yongfeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1451-L1461)
```chen-etal-2021-jointly```
- [](https://www.aclweb.org/anthology/2021.naacl-main.3) [**Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks**](https://www.aclweb.org/anthology/2021.naacl-main.3) ,
by *Nguyen, Minh Van and
Lai, Viet and
Nguyen, Thien Huu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L573-L584)
```nguyen-etal-2021-cross```
- [](https://www.aclweb.org/anthology/2021.naacl-main.4) [**Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction**](https://www.aclweb.org/anthology/2021.naacl-main.4) ,
by *Zhang, Zixuan and
Ji, Heng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1473-L1480)
```zhang-ji-2021-abstract```
- [](https://www.aclweb.org/anthology/2021.naacl-main.452) [**Open Hierarchical Relation Extraction**](https://www.aclweb.org/anthology/2021.naacl-main.452) ,
by *Zhang, Kai and
Yao, Yuan and
Xie, Ruobing and
Han, Xu and
Liu, Zhiyuan and
Lin, Fen and
Lin, Leyu and
Sun, Maosong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1950-L1964)
```zhang-etal-2021-open```
- [](https://www.aclweb.org/anthology/2021.naacl-main.69/) [**Document-Level Event Argument Extraction by Conditional Generation**](https://www.aclweb.org/anthology/2021.naacl-main.69/) ,
by *Sha Li and
Heng Ji and
Jiawei Han* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2388-L2397)
```LiJH21```
- [](https://aclanthology.org/W04-2401) [**A Linear Programming Formulation for Global Inference in Natural Language Tasks**](https://aclanthology.org/W04-2401) ,
by *Roth, Dan and
Yih, Wen-tau* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L271-L280)
```roth-yih-2004-linear```
## COLING
- [](https://doi.org/10.18653/v1/2020.coling-main.138) [**TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking**](https://doi.org/10.18653/v1/2020.coling-main.138) ,
by *Yucheng Wang and
Bowen Yu and
Yueyang Zhang and
Tingwen Liu and
Hongsong Zhu and
Limin Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1041-L1053)
```WangYZLZS20```
- [](https://doi.org/10.18653/v1/2020.coling-main.563) [**Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot
Relational Triple Extraction**](https://doi.org/10.18653/v1/2020.coling-main.563) ,
by *Haiyang Yu and
Ningyu Zhang and
Shumin Deng and
Hongbin Ye and
Wei Zhang and
Huajun Chen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1162-L1175)
```YuZDYZC20```
- [](https://doi.org/10.18653/v1/2020.coling-main.461) [**Global Context-enhanced Graph Convolutional Networks for Document-level
Relation Extraction**](https://doi.org/10.18653/v1/2020.coling-main.461) ,
by *Huiwei Zhou and
Yibin Xu and
Weihong Yao and
Zhe Liu and
Chengkun Lang and
Haibin Jiang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2548-L2561)
```ZhouXYLLJ20```
- [](https://doi.org/10.18653/v1/2020.coling-main.143) [**Document-level Relation Extraction with Dual-tier Heterogeneous Graph**](https://doi.org/10.18653/v1/2020.coling-main.143) ,
by *Zhenyu Zhang and
Bowen Yu and
Xiaobo Shu and
Tingwen Liu and
Hengzhu Tang and
Yubin Wang and
Li Guo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2563-L2576)
```ZhangYSLTWG20```
- [](https://doi.org/10.18653/v1/2020.coling-main.136) [**Graph Enhanced Dual Attention Network for Document-Level Relation
Extraction**](https://doi.org/10.18653/v1/2020.coling-main.136) ,
by *Bo Li and
Wei Ye and
Zhonghao Sheng and
Rui Xie and
Xiangyu Xi and
Shikun Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2590-L2603)
```LiYSXXZ20```
- [](https://aclanthology.org/C16-1239/) [**Table Filling Multi-Task Recurrent Neural Network for Joint Entity
and Relation Extraction**](https://aclanthology.org/C16-1239/) ,
by *Pankaj Gupta and
Hinrich Sch{\"{u}}tze and
Bernt Andrassy* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1017-L1027)
```GuptaSA16```
## EACL
- [](https://www.aclweb.org/anthology/2021.eacl-main.166) [**Multilingual Entity and Relation Extraction Dataset and Model**](https://www.aclweb.org/anthology/2021.eacl-main.166) ,
by *Seganti, Alessandro and
Firl{\k{a}}g, Klaudia and
Skowronska, Helena and
Sat{\l}awa, Micha{\l} and
Andruszkiewicz, Piotr* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1351-L1362)
```seganti-etal-2021-multilingual```
- [](https://www.aclweb.org/anthology/2021.eacl-main.172) [**Learning Relatedness between Types with Prototypes for Relation Extraction**](https://www.aclweb.org/anthology/2021.eacl-main.172) ,
by *Fu, Lisheng and
Grishman, Ralph* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1364-L1372)
```fu-grishman-2021-learning```
- [](https://www.aclweb.org/anthology/2021.eacl-main.251) [**ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction**](https://www.aclweb.org/anthology/2021.eacl-main.251) ,
by *Wang, Yijun and
Sun, Changzhi and
Wu, Yuanbin and
Zhou, Hao and
Li, Lei and
Yan, Junchi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1374-L1386)
```wang-etal-2021-enpar```
- [](https://www.aclweb.org/anthology/2021.eacl-main.290) [**Modeling Coreference Relations in Visual Dialog**](https://www.aclweb.org/anthology/2021.eacl-main.290) ,
by *Li, Mingxiao and
Moens, Marie-Francine* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1388-L1396)
```li-moens-2021-modeling```
- [](https://www.aclweb.org/anthology/2021.eacl-main.319) [**An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning**](https://www.aclweb.org/anthology/2021.eacl-main.319) ,
by *Eberts, Markus and
Ulges, Adrian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1398-L1406)
```eberts-ulges-2021-end```
- [](https://www.aclweb.org/anthology/2021.eacl-main.321) [**Two Training Strategies for Improving Relation Extraction over Universal Graph**](https://www.aclweb.org/anthology/2021.eacl-main.321) ,
by *Dai, Qin and
Inoue, Naoya and
Takahashi, Ryo and
Inui, Kentaro* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1408-L1418)
```dai-etal-2021-two```
- [](https://www.aclweb.org/anthology/2021.eacl-main.319/) [**An End-to-end Model for Entity-level Relation Extraction using Multi-instance
Learning**](https://www.aclweb.org/anthology/2021.eacl-main.319/) ,
by *Markus Eberts and
Adrian Ulges* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2352-L2361)
```EbertsU21```
- [](https://www.aclweb.org/anthology/2021.eacl-main.52/) [**GRIT: Generative Role-filler Transformers for Document-level Event
Entity Extraction**](https://www.aclweb.org/anthology/2021.eacl-main.52/) ,
by *Xinya Du and
Alexander M. Rush and
Claire Cardie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2363-L2373)
```DuRC21```
- [](https://www.aclweb.org/anthology/2021.eacl-main.128/) [**Bootstrapping Relation Extractors using Syntactic Search by Examples**](https://www.aclweb.org/anthology/2021.eacl-main.128/) ,
by *Matan Eyal and
Asaf Amrami and
Hillel Taub{-}Tabib and
Yoav Goldberg* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2476-L2486)
```EyalATG21```
## AACL
- [](https://aclanthology.org/2020.aacl-main.75/) [**More Data, More Relations, More Context and More Openness: A Review
and Outlook for Relation Extraction**](https://aclanthology.org/2020.aacl-main.75/) ,
by *Xu Han and
Tianyu Gao and
Yankai Lin and
Hao Peng and
Yaoliang Yang and
Chaojun Xiao and
Zhiyuan Liu and
Peng Li and
Jie Zhou and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1114-L1131)
```HanGLPYXLLZS20```
## ICML
- [](http://proceedings.mlr.press/v119/qu20a.html) [**Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs**](http://proceedings.mlr.press/v119/qu20a.html) ,
by *Qu, Meng, Gao, Tianyu, Xhonneux, Louis-Pascal and Tang, Jian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2605-L2612)
```pmlr-v119-qu20a```
## ICLR
- [](https://openreview.net/forum?id=aCgLmfhIy\_f) [**Prototypical Representation Learning for Relation Extraction**](https://openreview.net/forum?id=aCgLmfhIy\_f) ,
by *Ning Ding and
Xiaobin Wang and
Yao Fu and
Guangwei Xu and
Rui Wang and
Pengjun Xie and
Ying Shen and
Fei Huang and
Hai{-}Tao Zheng and
Rui Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2321-L2336)
```DingWFXWXSHZZ21```
## NeurIPS
- [](https://proceedings.neurips.cc/paper/2019/hash/596f713f9a7376fe90a62abaaedecc2d-Abstract.html) [**Knowledge Extraction with No Observable Data**](https://proceedings.neurips.cc/paper/2019/hash/596f713f9a7376fe90a62abaaedecc2d-Abstract.html) ,
by *Jaemin Yoo and
Minyong Cho and
Taebum Kim and
U Kang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2309-L2319)
```YooCKK19```
## ECML
- [](https://doi.org/10.1007/978-3-642-15939-8\_10) [**Modeling Relations and Their Mentions without Labeled Text**](https://doi.org/10.1007/978-3-642-15939-8\_10) ,
by *Sebastian Riedel and
Limin Yao and
Andrew McCallum* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1254-L1267)
```RiedelYM10```
## MM
- [](https://doi.org/10.1145/3474085.3476968) [**Multimodal Relation Extraction with Efficient Graph Alignment**](https://doi.org/10.1145/3474085.3476968) ,
by *Changmeng Zheng and
Junhao Feng and
Ze Fu and
Yi Cai and
Qing Li and
Tao Wang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L163-L175)
```ZhengFFCL021```
## SIGIR
- [](https://doi.org/10.1145/3404835.3463054) [**Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection**](https://doi.org/10.1145/3404835.3463054) ,
by *Lai, Viet Dac, Nguyen, Minh Van, Nguyen, Thien Huu and Dernoncourt, Franck* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1342-L1349)
```3404835.3463054```
## KDD
- [](https://doi.org/10.1145/3447548.3467438) [**Knowledge-Enhanced Domain Adaptation in Few-Shot Relation Classification**](https://doi.org/10.1145/3447548.3467438) ,
by *Zhang, Jiawen, Zhu, Jiaqi, Yang, Yi, Shi, Wandong, Zhang, Congcong and Wang, Hongan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1287-L1294)
```3447548.3467438```
## AAAI
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17631) [**Re-TACRED: Addressing Shortcomings of the TACRED Dataset**](https://ojs.aaai.org/index.php/AAAI/article/view/17631) ,
by *George Stoica and
Emmanouil Antonios Platanios and
Barnab{\'{a}}s P{\'{o}}czos* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L282-L293)
```StoicaPP21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17639) [**FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social
Relation Extraction**](https://ojs.aaai.org/index.php/AAAI/article/view/17639) ,
by *Hai Wan and
Manrong Zhang and
Jianfeng Du and
Ziling Huang and
Yufei Yang and
Jeff Z. Pan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1133-L1146) ```FL-MSRE
```
```WanZDHYP21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17241) [**Curriculum-Meta Learning for Order-Robust Continual Relation Extraction**](https://ojs.aaai.org/index.php/AAAI/article/view/17241) ,
by *Tongtong Wu and
Xuekai Li and
Yuan{-}Fang Li and
Gholamreza Haffari and
Guilin Qi and
Yujin Zhu and
Guoqiang Xu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1314-L1327)
```WuLLHQZX21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17717) [**Document-Level Relation Extraction with Adaptive Thresholding and
Localized Context Pooling**](https://ojs.aaai.org/index.php/AAAI/article/view/17717) ,
by *Wenxuan Zhou and
Kevin Huang and
Tengyu Ma and
Jing Huang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2417-L2428)
```Zhou0M021```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17665) [**Entity Structure Within and Throughout: Modeling Mention Dependencies
for Document-Level Relation Extraction**](https://ojs.aaai.org/index.php/AAAI/article/view/17665) ,
by *Benfeng Xu and
Quan Wang and
Yajuan Lyu and
Yong Zhu and
Zhendong Mao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2430-L2442)
```XuWLZM21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17563) [**Multi-view Inference for Relation Extraction with Uncertain Knowledge**](https://ojs.aaai.org/index.php/AAAI/article/view/17563) ,
by *Bo Li and
Wei Ye and
Canming Huang and
Shikun Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2488-L2498)
```LiYHZ21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17667) [**Document-Level Relation Extraction with Reconstruction**](https://ojs.aaai.org/index.php/AAAI/article/view/17667) ,
by *Wang Xu and
Kehai Chen and
Tiejun Zhao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2537-L2546)
```XuCZ21```
- [](https://aaai.org/ojs/index.php/AAAI/article/view/6281) [**Neural Snowball for Few-Shot Relation Learning**](https://aaai.org/ojs/index.php/AAAI/article/view/6281) ,
by *Tianyu Gao and
Xu Han and
Ruobing Xie and
Zhiyuan Liu and
Fen Lin and
Leyu Lin and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1236-L1249) ```Neural Snowball
```
```GaoHX0LLS20```
- [](https://doi.org/10.1609/aaai.v33i01.33016407) [**Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation
Classification**](https://doi.org/10.1609/aaai.v33i01.33016407) ,
by *Tianyu Gao and
Xu Han and
Zhiyuan Liu and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1222-L1233) ```HATT
```
```GaoH0S19```
## IJCAI
- [](https://doi.org/10.24963/ijcai.2021/551) [**Document-level Relation Extraction as Semantic Segmentation**](https://doi.org/10.24963/ijcai.2021/551) ,
by *Zhang, Ningyu, Chen, Xiang, Xie, Xin, Deng, Shumin, Tan, Chuanqi, Chen, Mosha, Huang, Fei, Si, Luo and Chen, Huajun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1055-L1062)
```ijcai2021-551```
- [](https://doi.org/10.24963/ijcai.2021/535) [**Consistent Inference for Dialogue Relation Extraction**](https://doi.org/10.24963/ijcai.2021/535) ,
by *Long, Xinwei, Niu, Shuzi and Li, Yucheng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1067-L1074)
```ijcai2021-535```
## ECAI
- [](https://doi.org/10.3233/FAIA200321) [**Span-Based Joint Entity and Relation Extraction with Transformer Pre-Training**](https://doi.org/10.3233/FAIA200321) ,
by *Markus Eberts and
Adrian Ulges* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L907-L915)
```EbertsU20```
## WWW
- [](https://doi.org/10.1145/3038912.3052708) [**CoType: Joint Extraction of Typed Entities and Relations with Knowledge
Bases**](https://doi.org/10.1145/3038912.3052708) ,
by *Xiang Ren and
Zeqiu Wu and
Wenqi He and
Meng Qu and
Clare R. Voss and
Heng Ji and
Tarek F. Abdelzaher and
Jiawei Han* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L957-L972)
```RenWHQVJAH17```
## MM
- [](https://doi.org/10.1145/3474085.3476968) [**Multimodal Relation Extraction with Efficient Graph Alignment**](https://doi.org/10.1145/3474085.3476968) ,
by *Changmeng Zheng and
Junhao Feng and
Ze Fu and
Yi Cai and
Qing Li and
Tao Wang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L163-L175)
```ZhengFFCL021```
## TACL
- [](https://aclanthology.org/2021.tacl-1.42) [**Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes**](https://aclanthology.org/2021.tacl-1.42) ,
by *Sabo, Ofer and
Elazar, Yanai and
Goldberg, Yoav and
Dagan, Ido* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L894-L905)
```sabo-etal-2021-revisiting```
- [](https://transacl.org/ojs/index.php/tacl/article/view/1028) [**Cross-A Large-Scale Document-Level RelatSentence N-ary Relation Extraction with Graph LSTMs**](https://transacl.org/ojs/index.php/tacl/article/view/1028) ,
by *Nanyun Peng and
Hoifung Poon and
Chris Quirk and
Kristina Toutanova and
Wen{-}tau Yih* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2614-L2626)
```PengPQTY17```
## ACM Comput. Surv.
- [](https://doi.org/10.1145/3241741) [**Relation Extraction Using Distant Supervision: A Survey**](https://doi.org/10.1145/3241741) ,
by *Alisa Smirnova and
Philippe Cudr{\'{e}}{-}Mauroux* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1102-L1110) ```SmirnovaC19
```
```SmirnovaC19```
## NUSE-NAACL
- [](https://www.aclweb.org/anthology/2021.nuse-1.4) [**Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies**](https://www.aclweb.org/anthology/2021.nuse-1.4) ,
by *Huang, Kung-Hsiang and
Peng, Nanyun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1091-L1099) ```EMNLP 2021, proposing a label-aware method for low-resource relation extraction
```
```huang-peng-2021-document```
## arXiv
- [](https://arxiv.org/abs/2205.03521) [**Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction**](https://arxiv.org/abs/2205.03521) ,
by *Chen, Xiang, Zhang, Ningyu, Li, Lei, Yao, Yunzhi, Deng, Shumin, Tan, Chuanqi, Huang, Fei, Si, Luo and Chen, Huajun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2799-L2812)
```2205.03521```
- [](https://arxiv.org/abs/2104.07650) [**AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction**](https://arxiv.org/abs/2104.07650) ,
by *Xiang Chen and
Xin Xie and
Ningyu Zhang and
Jiahuan Yan and
Shumin Deng and
Chuanqi Tan and
Fei Huang and
Luo Si and
Huajun Chen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2670-L2685)
```abs-2104-07650```
- [](https://arxiv.org/abs/2108.12724) [**Event Extraction as Natural Language Generation**](https://arxiv.org/abs/2108.12724) ,
by *I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang and Nanyun Peng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2687-L2694)
```hsu2021event```
- [](https://arxiv.org/abs/2104.08350) [**ESTER: A Machine Reading Comprehension Dataset for Event Semantic
Relation Reasoning**](https://arxiv.org/abs/2104.08350) ,
by *Rujun Han and
I{-}Hung Hsu and
Jiao Sun and
Julia Baylon and
Qiang Ning and
Dan Roth and
Nanyun Peng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2696-L2713) ```EMNLP 2021, A QA dataset for event relation reasoning.
```
```abs-2104-08350```
- [](https://arxiv.org/abs/2109.02099) [**Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction**](https://arxiv.org/abs/2109.02099) ,
by *Kailong Hao, Botao Yu and Wei Hu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2717-L2724)
```hao2021knowing```
- [](https://arxiv.org/abs/2109.03322) [**Corpus-based Open-Domain Event Type Induction**](https://arxiv.org/abs/2109.03322) ,
by *Jiaming Shen, Yunyi Zhang, Heng Ji and Jiawei Han* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2727-L2734) ```EMNLP 2021. Proposing a new method for open event extraction.
```
```shen2021corpusbased```
- [](https://arxiv.org/abs/2109.05182) [**Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction**](https://arxiv.org/abs/2109.05182) ,
by *Guoshun Nan, Guoqing Luo, Sicong Leng, Yao Xiao and Wei Lu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2737-L2744) ```EMNLP 2021
```
```nan2021speakeroriented```
- [](https://arxiv.org/abs/2108.10604) [**Prompt-Learning for Fine-Grained Entity Typing**](https://arxiv.org/abs/2108.10604) ,
by *Ning Ding and
Yulin Chen and
Xu Han and
Guangwei Xu and
Pengjun Xie and
Hai{-}Tao Zheng and
Zhiyuan Liu and
Juanzi Li and
Hong{-}Gee Kim* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2747-L2762)
```abs-2108-10604```
- [](https://arxiv.org/abs/2109.00720) [**LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER**](https://arxiv.org/abs/2109.00720) ,
by *Xiang Chen, Ningyu Zhang, Lei Li, Xin Xie, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si and Huajun Chen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2764-L2771)
```chen2021lightner```
- [](https://arxiv.org/abs/2105.08445) [**DRILL: Dynamic Representations for Imbalanced Lifelong Learning**](https://arxiv.org/abs/2105.08445) ,
by *Kyra Ahrens and
Fares Abawi and
Stefan Wermter* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2773-L2782)
```abs-2105-08445```
- [](https://arxiv.org/abs/2008.12283) [**Entity and Evidence Guided Relation Extraction for DocRED**](https://arxiv.org/abs/2008.12283) ,
by *Kevin Huang and
Guangtao Wang and
Tengyu Ma and
Jing Huang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2658-L2668)
```abs-2008-12283```
- [](https://arxiv.org/abs/2010.16410) [**Semi-supervised Relation Extraction via Incremental Meta Self-Training**](https://arxiv.org/abs/2010.16410) ,
by *Xuming Hu and
Fukun Ma and
Chenyao Liu and
Chenwei Zhang and
Lijie Wen and
Philip S. Yu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2784-L2796) ```EMNLP 2021
```
```abs-2010-16410```
- [](http://arxiv.org/abs/1909.11898) [**Fine-tune Bert for DocRED with Two-step Process**](http://arxiv.org/abs/1909.11898) ,
by *Hong Wang and
Christfried Focke and
Rob Sylvester and
Nilesh Mishra and
William Yang Wang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L2631-L2642)
```abs-1909-11898```