GitHub topics: relation-extraction

Repositories

abasirat/llm-adapter

A plug-and-play adapter architecture that efficiently adapts large language models to downstream tasks. Essential for client-server architecture language model services. A practical approach to adapting LLMs' hidden activations without modifying the base model.

Language: Python - Size: 67.4 KB - Last synced at: about 1 hour ago - Pushed at: about 2 hours ago - Stars: 2 - Forks: 1

nicolay-r/nicolay-r

This is my personal news list updates in Information Retrieval domain

Size: 229 KB - Last synced at: about 4 hours ago - Pushed at: about 5 hours ago - Stars: 0 - Forks: 0

daviden1013/llm-ie

An LLM-powered tool that transforms everyday language into robust information extraction pipelines.

Language: Python - Size: 9.29 MB - Last synced at: about 5 hours ago - Pushed at: about 5 hours ago - Stars: 16 - Forks: 2

zjunlp/DeepKE

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

Language: Python - Size: 121 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 3,868 - Forks: 716

zjunlp/MKGformer

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

Language: Python - Size: 14.3 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 182 - Forks: 32

daviden1013/ie-viz

A visualization tool for NLP information extraction: Named entity recognition, Entity attribute extraction, and Relation extraction.

Language: JavaScript - Size: 5.01 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 2 - Forks: 1

hitz-zentroa/GoLLIE

Guideline following Large Language Model for Information Extraction

Language: Python - Size: 10.8 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 365 - Forks: 26

bloomberg/emnlp21_fewrel

Code to reproduce the results of the paper 'Towards Realistic Few-Shot Relation Extraction' (EMNLP 2021)

Language: Python - Size: 77.2 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 5

chiragtolani/DocRed-RE

Language: Jupyter Notebook - Size: 39.9 MB - Last synced at: 3 days ago - Pushed at: 28 days ago - Stars: 1 - Forks: 1

Tongjilibo/bert4torch

An elegent pytorch implement of transformers

Language: Python - Size: 10.7 MB - Last synced at: 2 days ago - Pushed at: 5 days ago - Stars: 1,285 - Forks: 164

AdirthaBorgohain/NER-RE

A Named Entity Recognition + Entity Linker + Relation Extraction Pipeline built using spacy v3. Given a text, the pipeline will extract entities from the text as trained and will disambiguate the entities to its normalized form through an Entity Linker connected to a Knowledge Base and will assign a relation between the entities, if any.

Language: Python - Size: 15.1 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 9

zjunlp/PromptKG

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Language: Python - Size: 50 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 716 - Forks: 76

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)

Language: Python - Size: 5.66 MB - Last synced at: about 13 hours ago - Pushed at: 11 months ago - Stars: 815 - Forks: 67

shaoxiongji/knowledge-graphs

A collection of research on knowledge graphs

Language: JavaScript - Size: 199 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 1,731 - Forks: 295

zjunlp/Generative_KG_Construction_Papers

[EMNLP 2022] Generative Knowledge Graph Construction: A Review

Size: 15.8 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 112 - Forks: 7

wutong8023/Awesome_Information_Extraction

Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.

Language: TeX - Size: 693 KB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 8

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

Language: C++ - Size: 857 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 3,979 - Forks: 655

zjunlp/OpenUE

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

Language: Python - Size: 78.8 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 323 - Forks: 59

monarch-initiative/ontogpt

LLM-based ontological extraction tools, including SPIRES

Language: Jupyter Notebook - Size: 80.1 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 668 - Forks: 92

IBM/zshot

Zero and Few shot named entity & relationships recognition

Language: Python - Size: 1.47 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 363 - Forks: 22

ArneBinder/pytorch-ie

PyTorch-IE: State-of-the-art Information Extraction in PyTorch

Language: Python - Size: 2.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 77 - Forks: 7

fractalego/pynsett

A programmable relation extraction tool

Language: Python - Size: 1.06 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 31 - Forks: 3

princeton-nlp/PURE

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

Language: Python - Size: 1.56 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 803 - Forks: 122

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).

Size: 89.8 KB - Last synced at: 11 days ago - Pushed at: about 3 years ago - Stars: 1,198 - Forks: 136

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

Language: Python - Size: 5.83 MB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 1,230 - Forks: 272

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

Language: Python - Size: 78.9 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 2,255 - Forks: 808

thunlp/OpenNRE

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

Language: Python - Size: 261 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 4,399 - Forks: 1,054

dialogue-evaluation/RuOpinionNE-2024

Codalab competition 💻 on extraction of opinion tuples (opinion source, opinion object, tonality, linguistic expression) from news texts written in Russian

Language: Python - Size: 1.55 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 3 - Forks: 0

pen-ho/medical_knowledge_graph_app-master

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

Language: JavaScript - Size: 70.3 MB - Last synced at: 12 days ago - Pushed at: about 3 years ago - Stars: 299 - Forks: 46

jackboyla/GLiREL

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

Language: Python - Size: 6 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 200 - Forks: 14

artpar/languagecrunch

LanguageCrunch NLP server docker image

Language: Python - Size: 589 KB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 285 - Forks: 25

weizhepei/CasRel

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

Language: Python - Size: 60.5 KB - Last synced at: 13 days ago - Pushed at: over 4 years ago - Stars: 785 - Forks: 138

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

Language: Python - Size: 327 MB - Last synced at: 13 days ago - Pushed at: 2 months ago - Stars: 4,137 - Forks: 1,570

aymara/lima

The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.

Language: C++ - Size: 276 MB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 112 - Forks: 20

modelscope/AdaSeq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

Language: Python - Size: 5.03 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 434 - Forks: 41

osainz59/Ask2Transformers

A Framework for Textual Entailment based Zero Shot text classification

Language: Python - Size: 15.2 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 152 - Forks: 15

supercoderhawk/DeepLearning_NLP

基于深度学习的自然语言处理库

Language: Python - Size: 12.2 MB - Last synced at: 7 days ago - Pushed at: over 6 years ago - Stars: 156 - Forks: 40

taishan1994/OneRel_chinese

OneRel在中文关系抽取中的使用

Language: Roff - Size: 3.9 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 119 - Forks: 11

taishan1994/pytorch_triple_extraction

基于pytorch的中文三元组提取（命名实体识别+关系抽取）

Language: Python - Size: 1.39 MB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 345 - Forks: 43

raphaelsty/textokb

Extract knowledge from raw text

Language: Python - Size: 47.9 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 1

SapienzaNLP/relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

Language: Python - Size: 908 KB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 407 - Forks: 31

taishan1994/BERT-Relation-Extraction

使用bert进行关系三元组抽取。

Language: Python - Size: 1.47 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 155 - Forks: 15

zjunlp/KnowPrompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

Language: Python - Size: 27.9 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 201 - Forks: 34

lavis-nlp/spert 📦

PyTorch code for SpERT: Span-based Entity and Relation Transformer

Language: Python - Size: 69.3 KB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 698 - Forks: 146

Chenfeng1271/awesome-MNER

awesome-multimodal-named-entity-recognition

Size: 176 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 5

iis-research-team/terminator

Tool for Information extraction from Russian texts

Language: Python - Size: 363 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 5 - Forks: 0

yuhaozhang/tacred-relation

PyTorch implementation of the position-aware attention model for relation extraction

Language: Python - Size: 42 KB - Last synced at: 16 days ago - Pushed at: 12 months ago - Stars: 359 - Forks: 98

Cartus/AGGCN

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

Language: Python - Size: 194 MB - Last synced at: 12 days ago - Pushed at: about 3 years ago - Stars: 435 - Forks: 88

fbilhaut/gline-rs

Inference engine for GLiNER models, in Rust

Language: Rust - Size: 371 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 44 - Forks: 7

borisshapa/bert-crf

Solutions of the problems NER and RE in the domain of business documents with the BERT+CRF model.

Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2

UB-Mannheim/bbw

Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

Language: Python - Size: 5.15 MB - Last synced at: 9 days ago - Pushed at: almost 4 years ago - Stars: 70 - Forks: 8

thunlp/RE-Context-or-Names

Bert-based models(BERT, MTB, CP) for relation extraction.

Language: Python - Size: 21 MB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 101 - Forks: 21

GGNoWayBack/cathodedataextractor

A document-level information extraction pipeline for layered cathode materials for sodium-ion batteries.

Language: Python - Size: 608 KB - Last synced at: 12 days ago - Pushed at: 12 months ago - Stars: 8 - Forks: 2

alisonmitchell/Biomedical-Knowledge-Graph

Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction.

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 8 - Forks: 0

zjunlp/OneKE

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

Language: HTML - Size: 21.4 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 56 - Forks: 6

thunlp/NREPapers

Must-read papers on neural relation extraction (NRE)

Language: TeX - Size: 58.6 KB - Last synced at: 30 days ago - Pushed at: over 4 years ago - Stars: 1,031 - Forks: 153

Sshanu/Relation-Classification-using-Bidirectional-LSTM-Tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: 19 days ago - Pushed at: about 6 years ago - Stars: 188 - Forks: 41

qipeng/gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

Language: Python - Size: 585 KB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 373 - Forks: 70

scofield7419/DiaRE-D2G

Codes of of the IJCAI 2022 Paper Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction

Language: Python - Size: 20 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1

declare-lab/RelationPrompt

This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. The goal of Zero-Shot Relation Triplet Extraction (ZeroRTE) is to extract relation triplets of the format (head entity, tail entity, relation), despite not having annotated data for the test relation labels.

Language: Python - Size: 66.4 KB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 131 - Forks: 16

yongzhuo/Macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

Language: Python - Size: 975 KB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 324 - Forks: 39