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Projects in Awesome Lists tagged with relation-extraction

A curated list of projects in awesome lists tagged with relation-extraction .

https://github.com/thunlp/opennre

An Open-Source Package for Neural Relation Extraction (NRE)

relation-extraction

Last synced: 14 May 2025

https://github.com/thunlp/OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE)

relation-extraction

Last synced: 28 Mar 2025

https://github.com/qq547276542/agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

knowledge-graph named-entity-recognition question-answering relation-extraction

Last synced: 13 May 2025

https://github.com/qq547276542/Agriculture_KnowledgeGraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

knowledge-graph named-entity-recognition question-answering relation-extraction

Last synced: 28 Mar 2025

https://github.com/km1994/nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

attention bert entity-recognition gcn relation-extraction

Last synced: 13 Apr 2025

https://github.com/crownpku/information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

chinese-nlp information-extraction named-entity-recognition nlp relation-extraction

Last synced: 15 May 2025

https://github.com/crownpku/Information-Extraction-Chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

chinese-nlp information-extraction named-entity-recognition nlp relation-extraction

Last synced: 19 Jul 2025

https://github.com/yuanxiaosc/entity-relation-extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

bert-model competition-code entity-extraction pipeline-framework relation-extraction tensorflow

Last synced: 12 Apr 2025

https://github.com/yuanxiaosc/Entity-Relation-Extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

bert-model competition-code entity-extraction pipeline-framework relation-extraction tensorflow

Last synced: 28 Mar 2025

https://github.com/thunlp/nrepapers

Must-read papers on neural relation extraction (NRE)

paper-list relation-extraction

Last synced: 27 Jan 2026

https://github.com/thunlp/NREPapers

Must-read papers on neural relation extraction (NRE)

paper-list relation-extraction

Last synced: 22 Apr 2025

https://github.com/thunlp/nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

relation-extraction

Last synced: 13 Apr 2025

https://github.com/princeton-nlp/pure

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812

nlp relation-extraction

Last synced: 13 Apr 2025

https://github.com/princeton-nlp/PURE

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812

nlp relation-extraction

Last synced: 02 Apr 2025

https://github.com/cocacola-lab/chatie

The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)

ai chatgpt chatgpt-app event-extraciton event-extraction eventexecutor information-extraction knowledge-graph llm ner nlp openai relation-extraction tool zero-shot

Last synced: 21 Apr 2025

https://github.com/weizhepei/CasRel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

bert information-extraction keras knowledge-graph relation-extraction relational-triple-extraction

Last synced: 09 Apr 2025

https://github.com/bramblexu/knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

knowledge-graph knowledge-graph-embeddings relation-extraction

Last synced: 28 Jan 2026

https://github.com/BrambleXu/knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

knowledge-graph knowledge-graph-embeddings relation-extraction

Last synced: 22 Apr 2025

https://github.com/thunlp/FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

few-shot-learning natural-language-processing relation-extraction

Last synced: 07 May 2025

https://github.com/thunlp/fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

few-shot-learning natural-language-processing relation-extraction

Last synced: 04 Apr 2025

https://github.com/lavis-nlp/spert

PyTorch code for SpERT: Span-based Entity and Relation Transformer

joint-learning named-entity-recognition relation-extraction

Last synced: 09 Apr 2025

https://github.com/lemonhu/open-entity-relation-extraction

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

entity-relation information-extraction knowledge-base knowledge-extraction open-domain paper-implementations python3 relation-extraction

Last synced: 05 Apr 2025

https://github.com/CogComp/cogcomp-nlp

CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

big-data cogcomp data-mining dependency-parsing lemmatization lemmatizer named-entity-recognition natural-language-processing natural-language-understanding ner nlp parts-of-speech-tagging pos pos-tagging relation-extraction similarity tokenizer transliteration

Last synced: 27 Mar 2025

https://github.com/Cartus/AGGCN_TACRED

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

deep-learning graph-convolutional-networks graph-neural-networks information-extraction nlp relation-extraction

Last synced: 16 Apr 2025

https://github.com/Cartus/AGGCN

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

deep-learning graph-convolutional-networks graph-neural-networks information-extraction nlp relation-extraction

Last synced: 02 Apr 2025

https://github.com/sapienzanlp/relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

acl2024 bert entity-linking huggingface natural-language-processing nlp relation-extraction retrieval retriever-reader span-extraction transformers triplet-extraction wikipedia

Last synced: 16 May 2025

https://github.com/bekou/multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

entity-recognition joint-models relation-extraction

Last synced: 09 Apr 2025

https://github.com/qipeng/gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

dependency-parse-trees dependency-parsing information-extraction natural-language-processing nlp relation-extraction

Last synced: 02 Apr 2025

https://github.com/yuhaozhang/tacred-relation

PyTorch implementation of the position-aware attention model for relation extraction

information-extraction natural-language-processing nlp relation-extraction

Last synced: 11 Sep 2025

https://github.com/yuanxiaosc/Multiple-Relations-Extraction-Only-Look-Once

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

bert-model entity-extraction information-extraction joint-models relation-extraction tensorflow-models

Last synced: 28 Mar 2025

https://github.com/yuanxiaosc/multiple-relations-extraction-only-look-once

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

bert-model entity-extraction information-extraction joint-models relation-extraction tensorflow-models

Last synced: 09 Apr 2025

https://github.com/taishan1994/pytorch_triple_extraction

基于pytorch的中文三元组提取（命名实体识别+关系抽取）

bert named-entity-recognition pytorch relation-extraction triple-extraction

Last synced: 07 Apr 2025

https://github.com/yongzhuo/macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

bert embedding keras ner python3 relation-extraction sequence-labeling tensorflow text-classification

Last synced: 05 Apr 2025

https://github.com/pen-ho/medical_knowledge_graph_app-master

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

django-application echarts entity-linking kbqa kgqa knowledge-graph mention-detection neo4j ner nlp pytorch-transformers relation-detection relation-extraction

Last synced: 12 Oct 2025

https://github.com/yuanxiaosc/schema-based-knowledge-extraction

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

competition-code entity-extraction joint-models relation-extraction tensorflow

Last synced: 15 Oct 2025

https://github.com/yuanxiaosc/Schema-based-Knowledge-Extraction

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

competition-code entity-extraction joint-models relation-extraction tensorflow

Last synced: 02 Apr 2025

https://github.com/sakuranew/BERT-AttributeExtraction

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

ai attribute-extraction bert deeplearning feature-extraction fine-tuning knowledge-graph nlp relation-extraction

Last synced: 02 Apr 2025

https://github.com/malllabiisc/RESIDE

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

deep-learning distant-supervision graph-convolutional-networks natural-language-processing neural-relation-extraction relation-extraction

Last synced: 02 Apr 2025

https://github.com/zjunlp/knowprompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

dataset dialogre few-shot-learning knowledge-informed-prompt-learning knowprompt prompt prompt-learning prompt-tuning pytorch re relation-extraction semeval tacred text-classification

Last synced: 05 Oct 2025

https://github.com/zjunlp/KnowPrompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

dataset dialogre few-shot-learning knowledge-informed-prompt-learning knowprompt prompt prompt-learning prompt-tuning pytorch re relation-extraction semeval tacred text-classification

Last synced: 09 May 2025

https://github.com/dice-group/FOX

Federated Knowledge Extraction Framework

ensemble-learning linked-data named-entity-recognition relation-extraction

Last synced: 03 Apr 2025

https://github.com/dice-group/fox

Federated Knowledge Extraction Framework

ensemble-learning linked-data named-entity-recognition relation-extraction

Last synced: 24 Jun 2025

https://github.com/thunlp/hatt-proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

few-shot relation-extraction

Last synced: 25 Apr 2025

https://github.com/thunlp/HATT-Proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

few-shot relation-extraction

Last synced: 15 Mar 2025

https://github.com/thunlp/jointnre

Joint Neural Relation Extraction with Text and KGs

relation-extraction

Last synced: 12 May 2025

https://github.com/zjunlp/mkgformer

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

dataset former kg kgc knowledge-graph link-prediction mkg mkgformer mnre multimodal ner pytorch relation-extraction sigir2022 transformer

Last synced: 13 Jun 2025

https://github.com/sshanu/relation-classification-using-bidirectional-lstm-tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

bidirectional-lstm deep-learning dependency-tree entities lca lstm lstm-networks lstm-tree neural-network relation-classification relation-extraction semeval tensorflow tree tree-structure word-embedding

Last synced: 14 Aug 2025

https://github.com/beader/ruijin_round2

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

nlp relation-extraction tianchi

Last synced: 01 May 2025

https://github.com/NPCai/Open-IE-Papers

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

information-extraction literature-review nlp openie papers relation-extraction tuples

Last synced: 22 Apr 2025

https://github.com/jakelever/kindred

A Python biomedical relation extraction package that uses a supervised approach (i.e. needs training data).

bionlp python relation-extraction text-mining

Last synced: 16 Jan 2026

https://github.com/zhpmatrix/BERTem

论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》

acl2019 bert-pytorch fewrel matching-the-blanks nlp relation-extraction

Last synced: 02 Apr 2025

https://github.com/zhpmatrix/bertem

论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》

acl2019 bert-pytorch fewrel matching-the-blanks nlp relation-extraction

Last synced: 12 Apr 2025

https://github.com/freedomintelligence/evaluation-of-chatgpt-on-information-extraction

An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).

chatgpt error-types evaluation evaluation-criteria event-detection event-extraction information-extraction named-entity-recognition performance relation-classification relation-extraction robustness sentiment-analysis

Last synced: 30 Apr 2025

https://github.com/declare-lab/relationprompt

This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. The goal of Zero-Shot Relation Triplet Extraction (ZeroRTE) is to extract relation triplets of the format (head entity, tail entity, relation), despite not having annotated data for the test relation labels.

data-augumentation generative-models relation-extraction

Last synced: 14 Apr 2025

https://github.com/taishan1994/onerel_chinese

OneRel在中文关系抽取中的使用

chinese duie onerel pytorch-implementation relation-extraction

Last synced: 19 Feb 2026

https://github.com/ZhixiuYe/Intra-Bag-and-Inter-Bag-Attentions

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

deeplearning distant-supervision nlp pytorch relation-extraction

Last synced: 31 Mar 2025

https://github.com/zjunlp/hvpnet

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

bert dataset entity-extraction hvpnet information-extraction kg multimodal multimodal-knowledge-graph multimodal-learning naacl ner prefix pytorch re relation-extraction

Last synced: 12 Sep 2025

https://github.com/jxwuyi/atnre

Adversarial Training for Neural Relation Extraction

adversarial-machine-learning nlp-machine-learning relation-extraction tensorflow-experiments

Last synced: 02 May 2025

https://github.com/DFKI-NLP/TRE

[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations

information-extraction machine-learning multi-task-learning nlp relation-extraction transformer

Last synced: 31 Mar 2025

https://github.com/knodle/knodle

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

ai classification denoising-methods knodle machine-learning natural-language-procressing python pytorch relation-extraction snorkel weak-supervision weakly-supervised-learning

Last synced: 14 Mar 2025

https://github.com/thunlp/hnre

Hierarchical Neural Relation Extraction

relation-extraction

Last synced: 25 Apr 2025

https://github.com/thunlp/re-context-or-names

Bert-based models(BERT, MTB, CP) for relation extraction.

bert contrastive-learning pretrain pytorch relation-extraction

Last synced: 25 Apr 2025

https://github.com/DFKI-NLP/tacrev

[ACL 20] TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task

dataset relation-extraction tacred

Last synced: 09 May 2025

https://github.com/ub-mannheim/bbw

Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

entity-linking entity-typing knowledge-graph ontology-matching relation-extraction schema-matching semantic-table-interpretation tabular-data-annotation wikibase wikidata

Last synced: 05 Oct 2025

https://github.com/nicolay-r/arekit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

batching bulk-operation frames language-model nlp pipelines pipelines-library relation-extraction relationship-extraction sentiment-analysis

Last synced: 13 Oct 2025

https://github.com/nicolay-r/AREkit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

batching bulk-operation frames language-model nlp pipelines pipelines-library relation-extraction relationship-extraction sentiment-analysis

Last synced: 31 Mar 2025

https://github.com/johngiorgi/seq2rel

The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.

allen coreference-resolution entity-extraction information-extraction named-entity-recognition pytorch relation-extraction seq2rel seq2seq

Last synced: 14 Oct 2025

https://github.com/declare-lab/dialog-hgat

Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks

dialogue-relation-extraction graph-neural-networks relation-extraction

Last synced: 14 Apr 2025

https://github.com/lemuria-wchen/imcs21

Code and dataset for our Bioinformatics 2022 paper: "A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets"

automatic-diagnosis dialogue-summarization medical-dialogue named-entity-recognition relation-extraction

Last synced: 09 May 2025

https://github.com/asahi417/relbert

The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.

bert nlp relation-extraction

Last synced: 09 Apr 2025

https://github.com/thunlp/mnre

The code and data for ACL2017 paper "Neural Relation Extraction with Multi-lingual Attention"

relation-extraction

Last synced: 25 Apr 2025

https://github.com/lemonhu/re-cnn-pytorch

PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.

cnn convolutional-neural-networks information-extraction multi-size-kernel paper-implementations pytorch relation-classification relation-extraction

Last synced: 19 Apr 2025

https://github.com/taishan1994/pointernet_chinese_information_extraction

利用指针网络进行信息抽取，包含命名实体识别、关系抽取、事件抽取。

ee event-extraction information-extraction named-entity-recognition ner pointer-networks re relation-extraction

Last synced: 04 Apr 2025