Awesome Open Source

Programming Languages

Search results for pytorch relation extraction

relation-extraction x

50 search results found

Deepke ⭐ 3,035

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

Bert4torch ⭐ 1,035

An elegent pytorch implement of transformers

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

Promptkg ⭐ 561

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

Chinesenre ⭐ 523

中文实体关系抽取，pytorch，bilstm+attention

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

Relation Extraction ⭐ 304

中文关系抽取

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

Zero and Few shot named entity & relationships recognition

Pytorch_graph Rel ⭐ 255

A PyTorch implementation of GraphRel

Tacred Relation ⭐ 233

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

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）

Pytorch Acnn Model ⭐ 177

code of Relation Classification via Multi-Level Attention CNNs

Opennre Pytorch ⭐ 170

Neural Relation Extraction implemented in PyTorch

Knowprompt ⭐ 166

Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction."

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

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.

Mkgformer ⭐ 97

Code for the SIGIR2022 paper "Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion."

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

Re Context Or Names ⭐ 88

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

AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"

Pytorch Pcnn ⭐ 86

supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

Intra Bag And Inter Bag Attentions ⭐ 80

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

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.

Pytorch_multi_head_selection_re ⭐ 73

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

Code for the NAACL2022 paper "Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction"

Relation Extraction Transformer ⭐ 64

NLP: Relation extraction with position-aware self-attention transformer

Pytorch Ie ⭐ 63

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

Pytorch re-implementation of R-BERT model

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

The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.

Opennre_for_chinese ⭐ 33

OpenNRE for Chinese open relation extraction task in pytorch

Re Cnn Pytorch ⭐ 33

PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.

Comb_dist_direct_relex ⭐ 28

Combining Distant and Direct Supervision for Neural Relation Extraction

Shifted Label Distribution ⭐ 23

Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)

Source code for the "GRASP: Guiding model with RelAtional Semantics using Prompt"

🎮 A toolkit for Relation Extraction and more...

Pytorch Nre ⭐ 19

Neural Relation Extraction in Pytorch

Relation Classificaton based on information enhanced BERT

Klue Rbert ⭐ 14

↔️ Utilizing RBERT model structure for KLUE Relation Extraction task

Lightningblocks ⭐ 12

pytorch-lightning code blocks for nlp

Scs Eere ⭐ 11

This repo contains our PyTorch implementation for the paper Selecting Optimal Context Sentences for Event-Event Relation Extraction.

PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".

Wlp Parser ⭐ 7

This repository contains a collection of neural network models that we used to demonstrate the utility of our dataset.

Neural OpenIE in Pytorch (in-progress/unpublished)

Code and dataset for IJCNN2019 paper 'Dilated Convolutional Networks Incorporating Soft Entity Type Constraints for Distant Supervised Relation Extraction'

Universal Neural Entity Relation Extraction Toolkit.

State Lstm ⭐ 5

state-lstm in pytorch

Related Searches

Python Pytorch (14,667)

Deep Learning Pytorch (7,533)

Jupyter Notebook Pytorch (4,892)

Machine Learning Pytorch (2,934)

Dataset Pytorch (1,847)

Pytorch Neural Network (1,631)

Pytorch Natural Language Processing (1,254)

Pytorch Computer Vision (1,230)

Pytorch Neural (1,217)

Pytorch Generative Adversarial Network (1,199)

1-50 of 50 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.