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: 31 Jul 2024

https://github.com/thunlp/opennre

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

relation-extraction

Last synced: 30 Sep 2024

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: 30 Sep 2024

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: 31 Jul 2024

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: 30 Sep 2024

https://github.com/zjunlp/deepke

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

attribute-extraction chinese deep-learning deepke document-level few-shot information-extraction instructie kg knowledge-graph knowprompt lightner low-resource multi-modal named-entity-recognition ner nlp prompt pytorch relation-extraction

Last synced: 30 Sep 2024

https://github.com/zjunlp/DeepKE

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

attribute-extraction chinese deep-learning deepke document-level few-shot information-extraction instructie kg knowledge-graph knowprompt lightner low-resource multi-modal named-entity-recognition ner nlp prompt pytorch relation-extraction

Last synced: 31 Jul 2024

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: 01 Oct 2024

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: 07 Aug 2024

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: 30 Sep 2024

https://github.com/tongjilibo/bert4torch

An elegent pytorch implement of transformers

belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers

Last synced: 27 Sep 2024

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: 31 Jul 2024

https://github.com/Tongjilibo/bert4torch

An elegent pytorch implement of transformers

belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers

Last synced: 01 Aug 2024

https://github.com/thunlp/nrepapers

Must-read papers on neural relation extraction (NRE)

paper-list relation-extraction

Last synced: 30 Sep 2024

https://github.com/thunlp/NREPapers

Must-read papers on neural relation extraction (NRE)

paper-list relation-extraction

Last synced: 02 Aug 2024

https://github.com/smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

cbow chinese cws deep-learning dependency-parsing hierarchical-softmax language-model nature-language-process negative-sampling nlp pos python pytorch relation-extraction sentence-similarity skip-gram srl text-classification torchtext word2vec

Last synced: 03 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

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: 02 Aug 2024

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: 02 Aug 2024

https://github.com/thunlp/FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

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

Last synced: 03 Aug 2024

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: 01 Aug 2024

https://github.com/zjunlp/PromptKG

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

awsome-list demo-tuning dialogue genkgc knowledge-graph knowledge-informed-prompt-learning lambdakg link-prediction natural-language-processing nlp paper paper-list prompt-tuning promptkg pytorch question-answering relation-extraction retrieval-augmented retrievalre retroprompt

Last synced: 03 Aug 2024

https://github.com/monarch-initiative/ontogpt

LLM-based ontological extraction tools, including SPIRES

ai chat-gpt data-modeling gpt-3 information-extraction language-models large-language-models linkml llm monarchinitiative named-entity-recognition ner nlp oaklib obofoundry relation-extraction

Last synced: 01 Aug 2024

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: 03 Aug 2024

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: 31 Jul 2024

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: 01 Aug 2024

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: 01 Aug 2024

https://github.com/modelscope/AdaSeq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

bert chinese-nlp crf entity-typing information-extraction multi-modal-ner named-entity-recognition natural-language-processing natural-language-understanding ner nlp pytorch relation-extraction sequence-labeling token-classification word-segmentation

Last synced: 31 Jul 2024

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: 01 Aug 2024

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: 26 Sep 2024

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: 31 Jul 2024

https://github.com/ibm/zshot

Zero and Few shot named entity & relationships recognition

ai deep-learning few-shot few-shot-learning machine-learning named-entity-recognition natural-language-processing natural-language-understanding ned ner nlp nlp-library pytorch relation-extraction relationship-extraction spacy transformer zero-shot zero-shot-learning

Last synced: 30 Sep 2024

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: 30 Sep 2024

https://github.com/zjunlp/openue

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

bert event-extraction intent-classification named-entity-recognition natural-language-processing nlp nlp-extraction-tasks openue pytorch relation-extraction slot-filling triple-extraction

Last synced: 03 Aug 2024

https://github.com/artpar/languagecrunch

LanguageCrunch NLP server docker image

coreference-resolution natural-language-processing nlp relation-extraction sentiment-analysis spacy-nlp word2vec wordnet

Last synced: 07 Aug 2024

https://github.com/hitz-zentroa/gollie

Guideline following Large Language Model for Information Extraction

code-llama event-extraction gollie guidelines hugginface-hub huggingface inference information-extraction llama llama2 llm llms named-entity-recognition relation-extraction state-of-the-art text-generation training transformer

Last synced: 27 Sep 2024

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: 01 Aug 2024

https://github.com/hitz-zentroa/GoLLIE

Guideline following Large Language Model for Information Extraction

code-llama event-extraction gollie guidelines hugginface-hub huggingface inference information-extraction llama llama2 llm llms named-entity-recognition relation-extraction state-of-the-art text-generation training transformer

Last synced: 03 Aug 2024

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: 26 Sep 2024

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: 01 Aug 2024

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: 01 Aug 2024

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: 03 Aug 2024

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

Federated Knowledge Extraction Framework

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

Last synced: 01 Aug 2024

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: 30 Jul 2024

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: 02 Aug 2024

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: 02 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

https://github.com/jxwuyi/atnre

Adversarial Training for Neural Relation Extraction

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

Last synced: 26 Sep 2024

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: 01 Aug 2024

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