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The Top 22 Relation Classification Open Source Projects

Open source projects categorized as Relation Classification
Categories > Relation Classification
Awesome Relation Extraction ⭐ 831
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
most recent commit 2 years ago
Relation Classification Using Bidirectional Lstm Tree ⭐ 183
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
most recent commit 5 years ago
Pytorch Acnn Model ⭐ 177
code of Relation Classification via Multi-Level Attention CNNs
most recent commit 2 years ago
Tensorflow_rlre ⭐ 151
Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)
most recent commit 5 years ago
Chatgpt_for_ie ⭐ 129
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
most recent commit 5 months ago
Evaluation Of Chatgpt On Information Extraction ⭐ 100
An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).
most recent commit 3 months ago
Torchblocks ⭐ 99
A PyTorch-based toolkit for natural language processing
total releases 11most recent commit a year ago
R Bert ⭐ 94
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
most recent commit 3 years ago
Rcnn Relation Extraction ⭐ 63
Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction
most recent commit 6 years ago
Pytorch Ie ⭐ 63
PyTorch-IE: State-of-the-art Information Extraction in PyTorch
most recent commit 3 months ago
R Bert ⭐ 57
Pytorch re-implementation of R-BERT model
most recent commit 4 years ago
Mlman ⭐ 43
ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification
most recent commit 5 years ago
Re Cnn Pytorch ⭐ 33
PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.
most recent commit 5 years ago
Lann ⭐ 20
This is a little Annotator tool using browser；这是一个基于浏览器运行的中文三元组（命名实体识别和关系分类）联合标注工具
most recent commit 2 years ago
Ec Bert ⭐ 17
Relation Classificaton based on information enhanced BERT
most recent commit 3 years ago
Relation Classification ⭐ 16
Relation Classification - SEMEVAL 2010 task 8 dataset
most recent commit 5 years ago
Hobonet ⭐ 14
Convolution Neural Network for classification of semantic relations in a sentence
most recent commit 7 years ago
Awesome Sentiment Attitude Extraction ⭐ 13
A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.
most recent commit 5 months ago
Mass ⭐ 11
Large-scale Exploration of Neural Relation Classification Architectures
most recent commit 5 years ago
Mesh2matrix ⭐ 6
A set of Python codes for the classification of biomedical relations based on the MeSH keywords of PubMed scholarly publications
most recent commit 6 months ago
Seg_gcn ⭐ 6
Segment graph convolutional neural network for relation classification. Paper in JAMIA.
most recent commit 5 years ago
Seg_cnn ⭐ 5
Segment CNN for relation classification. Paper in JAMIA.
most recent commit 6 years ago
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