The code of "NeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction"(SIGIR2021))

The source code of article "Distinguish Confusing Law Articles for Legal Judgment Prediction", ACL 2020

Correlation Learning with Enhanced Attention Mechanism of BERT for Multi-Label Text Classification

This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning]

The proposed method captures local and global correlations using Low Rank label subspace transformation for Multi-label learning with Missing Labels (LRMML). The model considers an auxiliary label …

Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification

Graph Convolutional Networks for Text Classification. AAAI 2019

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)

This is a implementation of SDNE (Structural Deep Network embedding)

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN…

Label-Representative Graph Convolutional Network for Multi-Label Text Classification

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

The repository contains all experimental notebooks (machine learning algorithms)

PyTorch samplers that output roughly balanced batches with support for multilabel datasets

中文无监督SimCSE Pytorch实现

中文常用停用词表（哈工大停用词表、百度停用词表等）

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

文本分类 法研杯 textcnn rcnn capsule attention

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

Chinese AI & Law Challenge

Longformer: The Long-Document Transformer

RoBERTa中文预训练模型: RoBERTa for Chinese

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN