Lists (9)
Stars
The code of "NeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction"(SIGIR2021))
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！
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.
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Multi-Perspective Attention with Legal Basis for prison term prediction -- code for CAIL2018
相似案件匹配任务，使用CAIL2018数据集，超简洁实现，代码逻辑清晰，包含中文注释