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The Top 23 Named Entity Recognition Relation Extraction Open Source Projects

Open source projects categorized as Named Entity Recognition Relation Extraction
Categories > Machine Learning > Named Entity Recognition
Categories > Machine Learning > Relation Extraction
Agriculture_knowledgegraph ⭐ 2,776
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
most recent commit 3 years ago
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Information Extraction Chinese ⭐ 2,086
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
most recent commit a year ago
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
Cogcomp Nlp ⭐ 448
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.
most recent commit 2 years ago
Ontogpt ⭐ 435
LLM-based ontological extraction tools, including SPIRES
most recent commit 3 months ago
Spert ⭐ 419
PyTorch code for SpERT: Span-based Entity and Relation Transformer
most recent commit 2 years ago
Knowledgegraph ⭐ 376
knowledge graph知识图谱,从零开始构建知识图谱
most recent commit 7 months ago
Openue ⭐ 310
OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)
total releases 17most recent commit 2 years ago
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11most recent commit 5 months ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9most recent commit 6 months ago
Pytorch_graph Rel ⭐ 255
A PyTorch implementation of GraphRel
most recent commit 4 months ago
Awesome Llm4ie Papers ⭐ 210
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
most recent commit 3 months ago
Pytorch_triple_extraction ⭐ 191
基于pytorch的中文三元组提取（命名实体识别+关系抽取）
most recent commit a year ago
Fox ⭐ 183
Federated Knowledge Extraction Framework
most recent commit 6 months ago
Shukongdashi ⭐ 168
使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家
most recent commit 8 months ago
Gollie ⭐ 155
Guideline following Large Language Model for Information Extraction
most recent commit 4 months ago
Deeplearning_nlp ⭐ 149
基于深度学习的自然语言处理库
most recent commit 5 years ago
Chatgpt_for_ie ⭐ 129
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
most recent commit 5 months ago
Evaluation Of Chatgpt On Information Extraction ⭐ 100
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).
most recent commit 3 months ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22most recent commit 6 months ago
Asp ⭐ 90
PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf
most recent commit 3 months ago
Generative_kg_construction_papers ⭐ 74
Repository for the EMNLP2022 paper "Generative Knowledge Graph Construction: A Review".
most recent commit 9 months ago
The 8 Latest Releases In Named Entity Recognition Relation Extraction Open Source Projects
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35latest release December 09, 2023most recent commit 3 months agopypi bert4torch} Downloads
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 5 months ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22latest release December 22, 2022most recent commit 6 months ago
Lightningblocks ⭐ 12
pytorch-lightning code blocks for nlp
total releases 10latest release December 14, 2022most recent commit a year ago
Cogie ⭐ 43
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
total releases 6latest release August 28, 2022most recent commit 2 years ago
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