Statistics for topic information-extraction

RepositoryStats tracks 631,873 Github repositories, of these 133 are tagged with the information-extraction topic. The most common primary language for repositories using this topic is Python (93).

Stargazers over time for topic information-extraction

60605050404030302020101000202020202021202120222022202320232024202420252025

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

PaddlePaddle
PaddleNLP PaddlePaddle
3.0k
12.4k
apache-2.0
102
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Sear...
llm nlp uie bert ernie llama embedding paddlenlp compression transformers neural-search search-engine pretrained-models semantic-analysis question-answering sentiment-analysis distributed-training document-intelligence information-extraction
Created 2021-02-05
5,703 commits to develop branch, last one a day ago
snipsco
snips-nlu snipsco
511
3.9k
apache-2.0
132
Snips Python library to extract meaning from text
ml bot ner nlp nlu snips python chatbot slot-filling intent-parser machine-learning text-classification intent-classification information-extraction machine-learning-library named-entity-recognition
Created 2017-02-08
2,154 commits to master branch, last one 3 years ago
zjunlp
DeepKE zjunlp
709
3.8k
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
1,696 commits to main branch, last one 16 days ago
mit-nlp
MITIE mit-nlp
538
2.9k
unknown
187
MITIE: library and tools for information extraction
java python c-plus-plus machine-learning information-extraction natural-language-processing
Created 2014-04-01
5,159 commits to master branch, last one 2 months ago
naiveHobo
InvoiceNet naiveHobo
400
2.6k
mit
76
Deep neural network to extract intelligent information from invoice documents.
keras billing invoice invoices invoice-pdf deeplearning deep-learning classification invoice-parser invoice-insight invoice-software keras-tensorflow invoice-management deep-neural-networks information-retrieval keras-neural-networks information-extraction
Created 2018-07-01
67 commits to main branch, last one about a year ago
HarderThenHarder
transformers_tasks HarderThenHarder
396
2.3k
unknown
16
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
nlp transformers text-matching text-generation text-classification information-extraction reinforcement-learning
Created 2022-11-13
149 commits to main branch, last one about a year ago

Trending repositories for topic information-extraction (view more)

Last 3 days (new repositories)
no newly created repositories trending in the last 3 days
Last 3 days (absolute gain)
KRLabsOrg
KRLabsOrg/LettuceDetect

LettuceDetect is a hallucination detection framework for RAG applications.

193 (+6)
mit
urchade
urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

1,883 (+6)
apache-2.0
PaddlePaddle
PaddlePaddle/PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Sear...

12,446 (+5)
apache-2.0
zjunlp
zjunlp/DeepKE

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

3,818 (+3)
mit
zjunlp
zjunlp/OneKE

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

59 (+2)
mit
Last 3 days (relative gain)
zjunlp
zjunlp/OneKE

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

59 (+4%)
mit
KRLabsOrg
KRLabsOrg/LettuceDetect

LettuceDetect is a hallucination detection framework for RAG applications.

193 (+3%)
mit
zjunlp
zjunlp/AutoKG

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

412 (+0.7%)
mit
wenge-research
wenge-research/YAYI-UIE

雅意信息抽取大模型：在百万级人工构造的高质量信息抽取数据上进行指令微调，由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)

298 (+0.3%)
apache-2.0
urchade
urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

1,883 (+0.3%)
apache-2.0
Last week (new repositories)
no newly created repositories trending in the last week
Last week (absolute gain)
zjunlp
zjunlp/DeepKE

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

3,818 (+21)
mit
urchade
urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

1,883 (+17)
apache-2.0
KRLabsOrg
KRLabsOrg/LettuceDetect

LettuceDetect is a hallucination detection framework for RAG applications.

193 (+14)
mit
PaddlePaddle
PaddlePaddle/PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Sear...

12,446 (+12)
apache-2.0
zjunlp
zjunlp/OneKE

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

59 (+4)
mit
Last week (relative gain)
KRLabsOrg
KRLabsOrg/LettuceDetect

LettuceDetect is a hallucination detection framework for RAG applications.

193 (+8%)
mit
zjunlp
zjunlp/OneKE

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

59 (+7%)
mit
wenge-research
wenge-research/YAYI-UIE

雅意信息抽取大模型：在百万级人工构造的高质量信息抽取数据上进行指令微调，由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)

298 (+1%)
apache-2.0
zjunlp
zjunlp/AutoKG

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

412 (+1%)
mit
CYB3R-G0D
CYB3R-G0D/SPY

🕵️‍♂️ An OSINT python tool to scan social media accounts by username across social networks

97 (+1%)
mit
Last month (new repositories)
no newly created repositories trending in the last month
Last month (absolute gain)
KRLabsOrg
KRLabsOrg/LettuceDetect

LettuceDetect is a hallucination detection framework for RAG applications.

193 (+190)
mit
urchade
urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

1,883 (+78)
apache-2.0
PaddlePaddle
PaddlePaddle/PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Sear...

12,446 (+72)
apache-2.0
zjunlp
zjunlp/DeepKE

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

3,818 (+66)
mit
HarderThenHarder
HarderThenHarder/transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

2,294 (+28)
Last month (relative gain)
zjunlp
zjunlp/OneKE

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

59 (+40%)
mit
fbilhaut
fbilhaut/gline-rs

Inference engine for GLiNER models, in Rust

44 (+7%)
apache-2.0
jackboyla
jackboyla/GLiREL

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

197 (+6%)
urchade
urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

1,883 (+4%)
apache-2.0
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 (+4%)
Last 12-months (new repositories)
jackboyla
jackboyla/GLiREL

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

197
KRLabsOrg
KRLabsOrg/LettuceDetect

LettuceDetect is a hallucination detection framework for RAG applications.

193
mit
zjunlp
zjunlp/OneKE

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

59
mit
fbilhaut
fbilhaut/gline-rs

Inference engine for GLiNER models, in Rust

44
apache-2.0
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
Last 12-months (absolute gain)
urchade
urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

1,883 (+1,544)
apache-2.0
PaddlePaddle
PaddlePaddle/PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Sear...

12,446 (+1,201)
apache-2.0
zjunlp
zjunlp/DeepKE

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

3,818 (+986)
mit
quqxui
quqxui/Awesome-LLM4IE-Papers

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

911 (+555)
HarderThenHarder
HarderThenHarder/transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

2,294 (+384)
Last 12-months (relative gain)
urchade
urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

1,883 (+455%)
apache-2.0
wenge-research
wenge-research/YAYI-UIE

雅意信息抽取大模型：在百万级人工构造的高质量信息抽取数据上进行指令微调，由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)

298 (+314%)
apache-2.0
ck-unifr
ck-unifr/pdf_parsing

PDF解析（文字，章节，表格，图片，参考），基于大模型(ChatGLM2-6B, RWKV)+langchain+streamlit的PDF问答，摘要，信息抽取

191 (+247%)
zjunlp
zjunlp/IEPile

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

189 (+238%)
zjukg
zjukg/KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

396 (+168%)
mit