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The Top 23 Natural Language Processing Relation Extraction Open Source Projects

Open source projects categorized as Natural Language Processing Relation Extraction
Categories > Machine Learning > Natural Language Processing
Categories > Machine Learning > Relation Extraction
Nlp_paper_study ⭐ 3,373
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
most recent commit 8 months 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
Knowledge Graphs ⭐ 1,599
A collection of research on knowledge graphs
most recent commit 2 years ago
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
Awesome Relation Extraction ⭐ 831
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
most recent commit 2 years ago
Lightnlp ⭐ 725
基于Pytorch和torchtext的自然语言处理深度学习框架。
total releases 17most recent commit 3 years ago
Fewrel ⭐ 716
A Large-Scale Few-Shot Relation Extraction Dataset
most recent commit 2 years ago
Promptkg ⭐ 561
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
total releases 6most recent commit 4 months ago
Chatie ⭐ 460
official repository for ChatIE paper and a tool of IE using ChatGPT. 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 the speed/model will be slow/overloaded.)
most recent commit 8 months ago
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
Oie Resources ⭐ 435
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
most recent commit a year ago
Aggcn ⭐ 429
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
most recent commit 2 years ago
Usc Ds Relationextraction ⭐ 416
Distantly Supervised Relation Extraction
most recent commit 4 years ago
Autoprompt ⭐ 412
AutoPrompt: Automatic Prompt Construction for Masked Language Models.
most recent commit 10 months ago
Rebel ⭐ 357
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
most recent commit 5 months ago
Marktool ⭐ 321
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
most recent commit 2 years 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
Pure ⭐ 303
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction
most recent commit 3 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
Languagecrunch ⭐ 269
LanguageCrunch NLP server docker image
most recent commit 5 years ago
The 2 Most Depended On Natural Language Processing 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
The 10 Latest Releases In Natural Language Processing 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
Dreamy ⭐ 6
DReAMy: a library for dream-reports annotation methods with python, NLP, and LLMs
total releases 10latest release April 30, 2023most recent commit 6 months ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
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