Xnk0314/llm_log_pipeline

LLM Log Pipeline is a Go-based service that leverages a large language model to analyze and summarize backend logs efficiently. This containerized solution integrates with RabbitMQ and PostgreSQL, making it easy to manage logs and insights. 🐙🚀

Language: Go - Size: 57.6 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

zihad5599/zihad

Love you

Language: HTML - Size: 16.6 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

daviden1013/llm-ie

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

Language: Python - Size: 11 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 21 - Forks: 4

zjunlp/AutoKG

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Language: Python - Size: 38.7 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 433 - Forks: 38

shaoxiongji/knowledge-graphs

A collection of research on knowledge graphs

Language: JavaScript - Size: 199 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 1,751 - Forks: 296

zjunlp/OneKE

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

Language: HTML - Size: 23 MB - Last synced at: 5 days ago - Pushed at: 14 days ago - Stars: 76 - Forks: 7

zjunlp/DocuNet

[IJCAI 2021] Document-level Relation Extraction as Semantic Segmentation

Language: Python - Size: 260 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 145 - Forks: 22

jackboyla/GLiREL

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

Language: Python - Size: 6.02 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 214 - Forks: 14

pdt0609/Minion

Official implementation of the paper: Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction

Language: Python - Size: 4.43 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

zjunlp/ContinueMKGC

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

Language: Python - Size: 4.18 MB - Last synced at: 5 days ago - Pushed at: 23 days ago - Stars: 53 - Forks: 7

hitz-zentroa/GoLLIE

Guideline following Large Language Model for Information Extraction

Language: Python - Size: 10.8 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 378 - Forks: 26

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: 5 days ago - Pushed at: about 1 year ago - Stars: 725 - Forks: 75

khaitran22/VaeDiff-DocRE

[COLING 2025] VaeDiff-DocRE: End-to-end Data Augmentation for Document-level Relation Extraction via Variational Autoencoder and Diffusion Prior

Language: Python - Size: 31.3 KB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

IBM/zshot

Zero and Few shot named entity & relationships recognition

Language: Python - Size: 1.47 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 379 - Forks: 24

SapienzaNLP/mosaico

A multilingual open-text semantically annotated interlinked corpus

Language: Python - Size: 332 KB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 7 - Forks: 1

muzageo/knowledge

Knowledge is a modern static documentation generator that turns Markdown files into professional documentation sites. With its user-friendly templates, you can save time and improve the quality of your documentation. 🛠️📄

Language: TypeScript - Size: 819 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

myhhub/KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

Language: Python - Size: 2.56 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 1,368 - Forks: 154

monarch-initiative/ontogpt

LLM-based ontological extraction tools, including SPIRES

Language: Jupyter Notebook - Size: 80.6 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 689 - Forks: 96

fbilhaut/gline-rs

Inference engine for GLiNER models, in Rust

Language: Rust - Size: 380 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 58 - Forks: 9

reascr/biomedical-information-extraction

End-to-end NER and RE pipeline for biomedical texts focusing on the gut-brain axis using BERT, BioBERT, and PubMedBERT.

Language: Python - Size: 238 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

ArneBinder/pytorch-ie

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

Language: Python - Size: 1.71 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 77 - Forks: 7

zjunlp/MKGformer

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

Language: Python - Size: 14.3 MB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 186 - Forks: 32

Tongjilibo/bert4torch

An elegent pytorch implement of transformers

Language: Python - Size: 10.8 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1,298 - Forks: 164

ROCKY2901/HNM-Based-Biomedical-Relation-Extraction

This repository offers a robust implementation of biomedical relation extraction models, featuring Hard Negative Mining to boost performance. Explore baseline and HNM-enhanced models with complete code, pretrained models, and sample data for your experiments. 🦠📦

Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

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: 19 days ago - Pushed at: almost 3 years ago - Stars: 804 - Forks: 123

KashifMoin1410/HNM-Based-Biomedical-Relation-Extraction

Implements relation extraction for biomedical texts using Hard Negative Mining to improve accuracy in identifying complex entity relationships. Includes code for data processing, training, and evaluation with BioC-format datasets.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 1 - Forks: 0

LHRLAB/Text2NKG

[NeurIPS 2024] Official resources of "Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction".

Language: Python - Size: 50.8 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 24 - Forks: 3

lemonhu/open-entity-relation-extraction

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

Language: Python - Size: 292 KB - Last synced at: 25 days ago - Pushed at: almost 6 years ago - Stars: 535 - Forks: 121

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: 26 days ago - Pushed at: 9 months ago - Stars: 421 - Forks: 32

taishan1994/awesome-relation-extraction

关系抽取

Size: 82 KB - Last synced at: about 12 hours ago - Pushed at: almost 2 years ago - Stars: 58 - Forks: 4

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: 28 days ago - Pushed at: almost 2 years ago - Stars: 3,989 - Forks: 655

SeanLee97/llano

Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.

Language: Python - Size: 140 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 3

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: 29 days ago - Pushed at: 4 months ago - Stars: 4,173 - Forks: 1,571

thunlp/OpenNRE

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

Language: Python - Size: 261 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 4,407 - Forks: 1,056

zjunlp/DeepKE

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

Language: Python - Size: 121 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 3,905 - Forks: 720

zjunlp/KnowPrompt

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

Language: Python - Size: 27.9 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 202 - Forks: 35

zjunlp/IEPile

[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus

Language: Python - Size: 6.34 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 194 - Forks: 18

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: 26 days ago - Pushed at: over 1 year ago - Stars: 437 - Forks: 41

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: 30 days ago - Pushed at: over 3 years ago - Stars: 304 - Forks: 49

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: 25 days ago - Pushed at: about 2 years ago - Stars: 325 - Forks: 39

jinzhuoran/CogIE

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

Language: Python - Size: 343 KB - Last synced at: 16 days ago - Pushed at: almost 3 years ago - Stars: 68 - Forks: 5

thunlp/FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

Language: Python - Size: 24.1 MB - Last synced at: 26 days ago - Pushed at: about 3 years ago - Stars: 734 - Forks: 166

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: about 1 month ago - Pushed at: about 2 years ago - Stars: 348 - Forks: 46

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: 21 days ago - Pushed at: over 1 year ago - Stars: 2,257 - Forks: 808

asahi417/relbert

The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.

Language: Python - Size: 296 MB - Last synced at: 30 days ago - Pushed at: 7 months ago - Stars: 47 - Forks: 5

thunlp/NRE

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

Language: C++ - Size: 234 MB - Last synced at: 26 days ago - Pushed at: almost 5 years ago - Stars: 810 - Forks: 308

nicolay-r/AREnets

Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

Language: Python - Size: 1.34 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0

nicolay-r/ARElight

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

Language: Python - Size: 25 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 38 - Forks: 2

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: 26 days ago - Pushed at: about 5 years ago - Stars: 1,231 - Forks: 273

Chenfeng1271/awesome-MNER

awesome-multimodal-named-entity-recognition

Size: 176 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 5

smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Language: Python - Size: 49.3 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 832 - Forks: 212

nicolay-r/nicolay-r

This is my personal news list updates in Information Retrieval domain

Size: 244 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

yuanxiaosc/Multiple-Relations-Extraction-Only-Look-Once

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

Language: Python - Size: 238 KB - Last synced at: 30 days ago - Pushed at: almost 6 years ago - Stars: 346 - Forks: 69

ViktorooReps/fact-annotation

Build lightweight knowledge graphs from text in minutes. Annotate entities, link facts, and visualize relationships — all in one Streamlit app, with Google Sheets integration.

Language: Python - Size: 584 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

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: about 1 month ago - Pushed at: over 3 years ago - Stars: 1,201 - Forks: 136

zjunlp/OpenUE

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

Language: Python - Size: 78.8 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 325 - Forks: 59

khaitran22/CDER

[ACIIDS'24] CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction

Language: Python - Size: 79.1 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

ughrima/News-Flare

This project focuses on surfacing globally relevant and important news, filtering out noise, and making it engaging and accessible through humor and intelligent summarization.

Language: Jupyter Notebook - Size: 214 KB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

RezaeiAlireza/TripleExtractor

Relation Discovery in Unstructured Text

Language: Python - Size: 15.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

zjunlp/Low-resource-KEPapers

A Paper List of Low-resource Information Extraction

Size: 205 KB - Last synced at: 5 days ago - Pushed at: 7 months ago - Stars: 130 - Forks: 11

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 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 1

BrambleXu/knowledge-graph-learning

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

Size: 73.2 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 762 - Forks: 121

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 1

lemuria-wchen/imcs21

Code and dataset for our Bioinformatics 2022 paper: "A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets"

Language: Python - Size: 18 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 56 - Forks: 12

lorenzoscottb/DReAMy

DReAMy: a library for dream-reports annotation methods with python, NLP, and LLMs

Language: Jupyter Notebook - Size: 4.17 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 0

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: about 1 month ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 5

thunlp/RE-Context-or-Names

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

Language: Python - Size: 21 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 102 - Forks: 21

chiragtolani/DocRed-RE

Language: Jupyter Notebook - Size: 39.9 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

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: about 1 month ago - Pushed at: about 2 years ago - Stars: 39 - Forks: 9

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 2 months ago - Pushed at: about 1 year ago - Stars: 815 - Forks: 67

zjunlp/HVPNeT

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

Language: Python - Size: 1.88 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 110 - Forks: 11

aymara/lima

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

Language: C++ - Size: 276 MB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 111 - Forks: 20

zjunlp/Generative_KG_Construction_Papers

[EMNLP 2022] Generative Knowledge Graph Construction: A Review

Size: 15.8 MB - Last synced at: 6 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: about 1 month ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 8

fractalego/pynsett

A programmable relation extraction tool

Language: Python - Size: 1.06 MB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 31 - Forks: 3

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: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

artpar/languagecrunch

LanguageCrunch NLP server docker image

Language: Python - Size: 589 KB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 285 - Forks: 26

weizhepei/CasRel

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

Language: Python - Size: 60.5 KB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 785 - Forks: 138

yuanxiaosc/Schema-based-Knowledge-Extraction

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

Language: Python - Size: 3.58 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 287 - Forks: 43

osainz59/Ask2Transformers

A Framework for Textual Entailment based Zero Shot text classification

Language: Python - Size: 15.2 MB - Last synced at: 24 days ago - Pushed at: over 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: 2 months 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: 2 months ago - Pushed at: over 1 year ago - Stars: 119 - Forks: 11

raphaelsty/textokb

Extract knowledge from raw text

Language: Python - Size: 47.9 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 1

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: 2 months ago - Pushed at: about 1 year ago - Stars: 155 - Forks: 15

xusenlinzy/FastIE

A training and inference framework for open ner and re models! 信息抽取（实体抽取、关系抽取、事件抽取）模型的统一训练和推理框架，包含丰富的开源SOTA模型

Language: Python - Size: 12.7 MB - Last synced at: 15 days ago - Pushed at: 6 months ago - Stars: 9 - Forks: 3

lavis-nlp/spert 📦

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

Language: Python - Size: 69.3 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 698 - Forks: 146

iis-research-team/terminator

Tool for Information extraction from Russian texts

Language: Python - Size: 363 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

thunlp/NREPapers

Must-read papers on neural relation extraction (NRE)

Language: TeX - Size: 58.6 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 1,032 - Forks: 153

yuhaozhang/tacred-relation

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

Language: Python - Size: 42 KB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 359 - Forks: 97

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: 2 months ago - Pushed at: about 3 years ago - Stars: 435 - Forks: 88

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: 2 months ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2

DreamInvoker/IE_Paper_Notes

Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).

Size: 15.7 MB - Last synced at: 26 days ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 4

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: 2 months ago - Pushed at: about 4 years ago - Stars: 70 - Forks: 8

GGNoWayBack/cathodedataextractor

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

Language: Python - Size: 608 KB - Last synced at: about 1 month ago - Pushed at: about 1 year 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: 3 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 0

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: 3 months 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: 3 months ago - Pushed at: almost 5 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: about 2 months ago - Pushed at: about 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: 2 months ago - Pushed at: almost 2 years ago - Stars: 131 - Forks: 16

malllabiisc/RESIDE

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

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