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The Top 23 Relation Extraction Open Source Projects

Open source projects categorized as Relation Extraction
Categories > Machine Learning > Relation Extraction
Opennre ⭐ 4,231
An Open-Source Package for Neural Relation Extraction (NRE)
total releases 2most recent commit 3 months ago
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
Knowledgegraphcourse ⭐ 3,319
东南大学《知识图谱》研究生课程
most recent commit a year ago
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
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
Iepy ⭐ 841
Information Extraction in Python
total releases 7most recent commit 7 years ago
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
Nrepapers ⭐ 704
Must-read papers on neural relation extraction (NRE)
most recent commit 4 years ago
Knowledge Graph Learning ⭐ 662
A curated list of awesome knowledge graph tutorials, projects and communities.
most recent commit a year 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
Entity Relation Extraction ⭐ 531
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 based Knowledge Extraction, SKE 2019
most recent commit 4 years ago
Chinesenre ⭐ 523
中文实体关系抽取，pytorch，bilstm+attention
most recent commit 2 years ago
Bert Relation Extraction ⭐ 521
PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
most recent commit 7 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
Bert In Relation Extraction ⭐ 459
使用Bert完成实体之间关系抽取
most recent commit 3 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
Casrel ⭐ 440
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
most recent commit 4 years ago
Ontogpt ⭐ 435
LLM-based ontological extraction tools, including SPIRES
most recent commit 3 months ago
The 4 Most Depended On Relation Extraction Open Source Projects
Sti ⭐ 15
Implementation of algorithms for semantic table implementation, including the TableMiner+ method
dependent packages 2total releases 1latest release October 02, 2016most recent commit 4 years ago
Gun Elastic ⭐ 29
Elasticsearch storage adapter for Gun DB :gun:
dependent packages 2total releases 2latest release January 16, 2018most recent commit 2 years agonpm gun-elastic} Downloads
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 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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