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The Top 23 Python Pytorch Relation Extraction Open Source Projects

Open source projects categorized as Python Pytorch Relation Extraction
Categories > Machine Learning > Relation Extraction
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
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
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
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
Chinesenre ⭐ 523
中文实体关系抽取，pytorch，bilstm+attention
most recent commit 2 years ago
Relation Extraction ⭐ 304
中文关系抽取
most recent commit 10 months 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
Pytorch_graph Rel ⭐ 255
A PyTorch implementation of GraphRel
most recent commit 4 months ago
Tacred Relation ⭐ 233
PyTorch implementation of the position-aware attention model for relation extraction
most recent commit 5 years ago
Pytorch_triple_extraction ⭐ 191
基于pytorch的中文三元组提取（命名实体识别+关系抽取）
most recent commit a year ago
Opennre Pytorch ⭐ 170
Neural Relation Extraction implemented in PyTorch
most recent commit 5 years ago
Knowprompt ⭐ 166
Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction."
most recent commit 10 months ago
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6most recent commit a year ago
Knodle ⭐ 102
A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.
most recent commit 4 months ago
R Bert ⭐ 94
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
most recent commit 4 years ago
Asp ⭐ 90
PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf
most recent commit 3 months ago
Re Context Or Names ⭐ 88
Bert-based models(BERT, MTB, CP) for relation extraction.
most recent commit 2 years ago
Copymtl ⭐ 86
AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"
most recent commit 3 years ago
Pytorch Pcnn ⭐ 86
supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取
most recent commit 5 years ago
Docunet ⭐ 84
Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".
most recent commit a year ago
Intra Bag And Inter Bag Attentions ⭐ 80
Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
most recent commit 4 years ago
Kg Baseline Pytorch ⭐ 76
2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系 Relation Extraction.
most recent commit 4 years ago
The 10 Latest Releases In Python Pytorch 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
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
Lightningblocks ⭐ 12
pytorch-lightning code blocks for nlp
total releases 10latest release December 14, 2022most recent commit a year ago
Cogie ⭐ 43
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
total releases 6latest release August 28, 2022most recent commit 2 years ago
Rex ⭐ 21
🎮 A toolkit for Relation Extraction and more...
total releases 24latest release June 16, 2022most recent commit 5 months ago
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6latest release May 03, 2022most recent commit a year ago
Lightnlp ⭐ 725
基于Pytorch和torchtext的自然语言处理深度学习框架。
total releases 17latest release December 14, 2020most recent commit 3 years ago
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