relation-extraction

There are 70 repositories under relation-extraction topic.

thunlp / OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE)
relation-extraction
Language:Python 4280
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
Language:Python 3905
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
bert relation-extraction entity-recognition attention gcn
Language:C++ 3796
zjunlp / DeepKE
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
knowledge-graph relation-extraction chinese named-entity-recognition attribute-extraction low-resource document-level information-extraction pytorch deepke ner nlp few-shot prompt deep-learning kg multi-modal lightner knowprompt instructie
Language:Python 3155
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
Language:Python 2213
shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
commonsense cross-modal dialogue-systems information-retrieval knowledge-graph knowledge-graph-completion meta-relational-learning natural-language-processing ner paper question-answering reasoning recommendation-systems relation-extraction representation-learning survey temporal-knowledge-graph
Language:JavaScript 1635
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
tensorflow entity-extraction relation-extraction pipeline-framework bert-model competition-code
Language:Python 1213
Tongjilibo / bert4torch
An elegent pytorch implement of transformers
bert nlp pytorch bert4keras named-entity-recognition relation-extraction seq2seq text-classification transformers bert4torch belle chatglm llama llm large-language-models
Language:Python 1173
roomylee / awesome-relation-extraction
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
awesome relation-extraction relation-classification distant-supervision deep-learning natural-language-processing nlp paper machine-learning semeval-2010 new-york-times state-of-the-art acl emnlp naacl aaai nips trends
1170
thunlp / NREPapers
Must-read papers on neural relation extraction (NRE)
paper-list relation-extraction
Language:TeX 1023
myhhub / KnowledgeGraph
knowledge graph知识图谱,从零开始构建知识图谱
knowledge-graph knowledge-management named-entity-recognition question-answering relation-extraction
Language:Python 934
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
Language:Python 823
thunlp / NRE
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
relation-extraction
Language:C++ 809
princeton-nlp / PURE
[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
nlp relation-extraction
Language:Python 776
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)
chatgpt information-extraction zero-shot event-extraction ner tool nlp relation-extraction ai openai chatgpt-app event-extraciton eventexecutor llm knowledge-graph
Language:Python 753
weizhepei / CasRel
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
knowledge-graph relation-extraction relational-triple-extraction information-extraction keras bert
Language:Python 750
buppt / ChineseNRE
中文实体关系抽取，pytorch，bilstm+attention
attention bilstm bilstm-attention chinese nre pytorch relation-extraction
Language:Python 745
BrambleXu / knowledge-graph-learning
A curated list of awesome knowledge graph tutorials, projects and communities.
knowledge-graph knowledge-graph-embeddings relation-extraction
733
thunlp / FewRel
A Large-Scale Few-Shot Relation Extraction Dataset
natural-language-processing few-shot-learning relation-extraction
Language:Python 716
lavis-nlp / spert
PyTorch code for SpERT: Span-based Entity and Relation Transformer
relation-extraction named-entity-recognition joint-learning
Language:Python 674
zjunlp / PromptKG
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
knowledge-graph genkgc prompt-tuning relation-extraction link-prediction retrievalre demo-tuning pytorch promptkg retroprompt knowledge-informed-prompt-learning question-answering dialogue awsome-list paper-list retrieval-augmented lambdakg natural-language-processing nlp paper
Language:Python 659
FXLP / MarkTool
DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持迭代标注、嵌套实体标注和嵌套事件标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验、自动合并和手动调整，提高了标注结果的准确率。
automatic-batch-annotation entity-normalization event-extraction iterative-annotation ner nested-entity-annotation nested-event-annotation relation-extraction text-classification
Language:Vue 570
plkmo / BERT-Relation-Extraction
PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
bert albert natural-language-processing nlp pytorch relation-extraction relationships
Language:Python 564
quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models named-entity-recognition relation-extraction zero-shot-learning
553
monarch-initiative / ontogpt
LLM-based ontological extraction tools, including SPIRES
ai gpt-3 language-models linkml nlp oaklib relation-extraction monarchinitiative chat-gpt large-language-models obofoundry data-modeling information-extraction llm named-entity-recognition ner
Language:Jupyter Notebook 548
lemonhu / open-entity-relation-extraction
Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.
entity-relation relation-extraction knowledge-base knowledge-extraction paper-implementations open-domain information-extraction python3
Language:Python 522
gkiril / oie-resources
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
open-information-extraction information-extraction nlp nlp-resources nlp-apis literature-review papers natural-language-processing natural-language-understanding nlu oie-systems extract-information relation-extraction openie dataset data-science datascience ai big-data corpus-data
483
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.
natural-language-processing nlp big-data data-mining cogcomp lemmatizer lemmatization tokenizer transliteration pos pos-tagging parts-of-speech-tagging ner named-entity-recognition relation-extraction dependency-parsing similarity natural-language-understanding
Language:Java 470
Babelscape / rebel
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
nlp natural-language-processing natural-language-generation relation-extraction entity-linking
Language:Python 453
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
Language:Python 431
Jacen789 / relation-extraction
中文关系抽取
relation-extraction chinese nre bert pytorch
Language:Python 423
INK-USC / USC-DS-RelationExtraction
Distantly Supervised Relation Extraction
natural-language-processing information-extraction relation-extraction knowledgebase machine-learning
Language:C++ 417
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).
relation-extraction entity-recognition joint-models
Language:Python 410
modelscope / AdaSeq
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
entity-typing named-entity-recognition natural-language-processing natural-language-understanding nlp pytorch sequence-labeling word-segmentation ner relation-extraction bert chinese-nlp crf information-extraction multi-modal-ner token-classification
Language:Python 379
qipeng / gcn-over-pruned-trees
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
information-extraction relation-extraction nlp natural-language-processing dependency-parsing dependency-parse-trees
Language:Python 371
yuhaozhang / tacred-relation
PyTorch implementation of the position-aware attention model for relation extraction
information-extraction relation-extraction nlp natural-language-processing
Language:Python 353

relation-extraction

thunlp / OpenNRE

qq547276542 / Agriculture_KnowledgeGraph

km1994 / nlp_paper_study

zjunlp / DeepKE

crownpku / Information-Extraction-Chinese

shaoxiongji / knowledge-graphs

yuanxiaosc / Entity-Relation-Extraction

Tongjilibo / bert4torch

roomylee / awesome-relation-extraction

thunlp / NREPapers

myhhub / KnowledgeGraph

smilelight / lightNLP

thunlp / NRE

princeton-nlp / PURE

cocacola-lab / ChatIE

weizhepei / CasRel

buppt / ChineseNRE

BrambleXu / knowledge-graph-learning

thunlp / FewRel

lavis-nlp / spert

zjunlp / PromptKG

FXLP / MarkTool

plkmo / BERT-Relation-Extraction

quqxui / Awesome-LLM4IE-Papers

monarch-initiative / ontogpt

lemonhu / open-entity-relation-extraction

gkiril / oie-resources

CogComp / cogcomp-nlp

Babelscape / rebel

Cartus / AGGCN

Jacen789 / relation-extraction

INK-USC / USC-DS-RelationExtraction

bekou / multihead_joint_entity_relation_extraction

modelscope / AdaSeq

qipeng / gcn-over-pruned-trees

yuhaozhang / tacred-relation