Statistics for topic relation-extraction

RepositoryStats tracks 642,926 Github repositories, of these 115 are tagged with the relation-extraction topic. The most common primary language for repositories using this topic is Python (85).

Stargazers over time for topic relation-extraction

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Most starred repositories for topic relation-extraction (view more)

thunlp
OpenNRE thunlp
1.1k
4.4k
mit
121
An Open-Source Package for Neural Relation Extraction (NRE)
relation-extraction
Created 2017-02-26
177 commits to master branch, last one about a year ago
qq547276542
Agriculture_KnowledgeGraph qq547276542
1.6k
4.2k
gpl-3.0
169
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 question-answering relation-extraction named-entity-recognition
Created 2017-11-25
200 commits to master branch, last one 2 months ago
km1994
nlp_paper_study km1994
655
4.0k
unknown
69
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
gcn bert attention entity-recognition relation-extraction
Created 2019-05-18
285 commits to master branch, last one about a year ago
zjunlp
DeepKE zjunlp
716
3.9k
mit
45
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
kg ner nlp deepke prompt chinese pytorch few-shot lightner instructie knowprompt multi-modal low-resource deep-learning document-level knowledge-graph relation-extraction attribute-extraction information-extraction named-entity-recognition
Created 2018-08-01
1,700 commits to main branch, last one a day ago
crownpku
Information-Extraction-Chinese crownpku
808
2.3k
unknown
90
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
nlp chinese-nlp relation-extraction information-extraction named-entity-recognition
Created 2017-08-09
76 commits to master branch, last one 2 years ago
shaoxiongji
knowledge-graphs shaoxiongji
295
1.7k
unknown
61
A collection of research on knowledge graphs
ner paper survey reasoning commonsense cross-modal knowledge-graph dialogue-systems question-answering relation-extraction information-retrieval recommendation-systems representation-learning meta-relational-learning temporal-knowledge-graph knowledge-graph-completion natural-language-processing
Created 2019-01-02
73 commits to master branch, last one 2 years ago

Trending repositories for topic relation-extraction (view more)

Last 3 days (new repositories)
no newly created repositories trending in the last 3 days
Last 3 days (absolute gain)
quqxui
quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

938 (+6)
Tongjilibo
Tongjilibo/bert4torch

An elegent pytorch implement of transformers

1,286 (+2)
mit
myhhub
myhhub/KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

1,320 (+1)
zjunlp
zjunlp/DeepKE

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

3,869 (+1)
mit
Last 3 days (relative gain)
quqxui
quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

938 (+0.6%)
Tongjilibo
Tongjilibo/bert4torch

An elegent pytorch implement of transformers

1,286 (+0.2%)
mit
myhhub
myhhub/KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

1,320 (+0.1%)
zjunlp
zjunlp/DeepKE

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

3,869 (+0.0%)
mit
Last week (new repositories)
no newly created repositories trending in the last week
Last week (absolute gain)
quqxui
quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

938 (+8)
zjunlp
zjunlp/DeepKE

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

3,869 (+7)
mit
myhhub
myhhub/KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

1,320 (+5)
SapienzaNLP
SapienzaNLP/relik

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

415 (+3)
qq547276542
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

4,150 (+3)
gpl-3.0
Last week (relative gain)
hubojing
hubojing/Information-Extraction-Papers

信息抽取相关论文。

73 (+1%)
quqxui
quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

938 (+0.9%)
SapienzaNLP
SapienzaNLP/relik

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

415 (+0.7%)
taishan1994
taishan1994/BERT-Relation-Extraction

使用bert进行关系三元组抽取。

158 (+0.6%)
jackboyla
jackboyla/GLiREL

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

204 (+0.5%)
Last month (new repositories)
no newly created repositories trending in the last month
Last month (absolute gain)
zjunlp
zjunlp/DeepKE

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

3,869 (+54)
mit
qq547276542
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

4,150 (+29)
gpl-3.0
quqxui
quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

938 (+28)
myhhub
myhhub/KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

1,320 (+23)
km1994
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

3,981 (+14)
Last month (relative gain)
zjunlp
zjunlp/OneKE

[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.

63 (+7%)
mit
zjunlp
zjunlp/ContinueMKGC

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

49 (+4%)
DerwenAI
DerwenAI/strwythura

How to construct knowledge graphs from unstructured data sources

125 (+4%)
mit
pen-ho
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）。

304 (+4%)
jackboyla
jackboyla/GLiREL

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

204 (+4%)
Last 12-months (new repositories)
jackboyla
jackboyla/GLiREL

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

204
DerwenAI
DerwenAI/strwythura

How to construct knowledge graphs from unstructured data sources

125
mit
zjunlp
zjunlp/OneKE

[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.

63
mit
fbilhaut
fbilhaut/gline-rs

Inference engine for GLiNER models, in Rust

45
apache-2.0
Last 12-months (absolute gain)
zjunlp
zjunlp/DeepKE

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

3,869 (+942)
mit
myhhub
myhhub/KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

1,320 (+529)
quqxui
quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

938 (+527)
SapienzaNLP
SapienzaNLP/relik

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

415 (+414)
qq547276542
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

4,150 (+319)
gpl-3.0
Last 12-months (relative gain)
KomeijiForce
KomeijiForce/MetaIE

This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

27 (+440%)
zjunlp
zjunlp/IEPile

[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus

191 (+173%)
zjunlp
zjunlp/ContinueMKGC

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

49 (+158%)
quqxui
quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

938 (+128%)
hitz-zentroa
hitz-zentroa/GoLLIE

Guideline following Large Language Model for Information Extraction

365 (+78%)
apache-2.0