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relation-extraction

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thunlp /OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE)

relation-extraction

UpdatedJan 10, 2024
Python

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

knowledge-graph named-entity-recognition question-answering relation-extraction

UpdatedFeb 11, 2025
Python

zjunlp /DeepKE

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

nlp deep-learning prompt pytorch information-extraction knowledge-graph named-entity-recognition chinese ner multi-modal kg relation-extraction lightner few-shot low-resource document-level attribute-extraction knowprompt deepke instructie

UpdatedJul 19, 2025
Python

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

attention bert gcn relation-extraction entity-recognition

UpdatedAug 18, 2023
C++

crownpku /Information-Extraction-Chinese

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 information-extraction named-entity-recognition chinese-nlp relation-extraction

UpdatedFeb 1, 2024
Python

shaoxiongji /knowledge-graphs

A collection of research on knowledge graphs

natural-language-processing information-retrieval paper survey knowledge-graph question-answering representation-learning cross-modal knowledge-graph-completion ner dialogue-systems reasoning relation-extraction commonsense temporal-knowledge-graph recommendation-systems meta-relational-learning

UpdatedOct 7, 2022
JavaScript

myhhub /KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

knowledge-graph named-entity-recognition question-answering knowledge-management relation-extraction

UpdatedSep 18, 2023
Python

Tongjilibo /bert4torch

An elegent pytorch implement of transformers

nlp text-classification transformers pytorch named-entity-recognition seq2seq llama bert relation-extraction belle bert4keras large-language-models llm bert4torch chatglm

UpdatedDec 13, 2025
Python

yuanxiaosc /Entity-Relation-Extraction

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方案。Schema based Knowledge Extraction, SKE 2019

tensorflow pipeline-framework relation-extraction entity-extraction competition-code bert-model

UpdatedJun 1, 2020
Python

roomylee /awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

nlp naacl machine-learning natural-language-processing awesome deep-learning paper acl trends emnlp aaai nips new-york-times relation-extraction distant-supervision relation-classification semeval-2010 state-of-the-art

UpdatedJan 27, 2022

quqxui /Awesome-LLM4IE-Papers

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

information-extraction named-entity-recognition event-detection event-extraction data-augmentation relation-extraction zero-shot-learning few-shot-learning knowledge-graph-construction event-arguments cross-domain-learning in-context-learning large-language-models

UpdatedNov 18, 2024

thunlp /NREPapers

Must-read papers on neural relation extraction (NRE)

relation-extraction paper-list

UpdatedNov 10, 2020
TeX

smilelight /lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

python nlp deep-learning text-classification word2vec pytorch chinese pos skip-gram cbow language-model cws dependency-parsing srl relation-extraction sentence-similarity hierarchical-softmax torchtext negative-sampling nature-language-process

UpdatedDec 14, 2020
Python

cocacola-lab /ChatIE

The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. 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 slow)

nlp ai tool information-extraction knowledge-graph openai event-extraction ner zero-shot relation-extraction eventexecutor llm chatgpt chatgpt-app event-extraciton

UpdatedMay 28, 2024
Python

thunlp /NRE

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

relation-extraction

UpdatedJul 30, 2020
C++

weizhepei /CasRel

[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction

keras information-extraction knowledge-graph bert relation-extraction relational-triple-extraction

UpdatedSep 15, 2020
Python

princeton-nlp /PURE

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extractionhttps://arxiv.org/abs/2010.12812

nlp relation-extraction

UpdatedJul 7, 2022
Python

monarch-initiative /ontogpt

LLM-based ontological extraction tools, including SPIRES

nlp ai information-extraction named-entity-recognition language-models ner data-modeling relation-extraction monarchinitiative obofoundry gpt-3 linkml large-language-models llm oaklib chat-gpt

UpdatedOct 29, 2025
Jupyter Notebook

BrambleXu /knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

knowledge-graph relation-extraction knowledge-graph-embeddings

UpdatedJan 24, 2023

buppt /ChineseNRE

中文实体关系抽取，pytorch，bilstm+attention

pytorch chinese attention relation-extraction nre bilstm bilstm-attention

UpdatedNov 13, 2021
Python

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