cherish12-97's starred repositories
Chinese-XLNet
Pre-Trained Chinese XLNet（中文XLNet预训练模型）
KnowledgeDistillation
Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。
contrastive-htc
This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification" in ACL 2022.
Pytorch_LongText_Classification_Demo
Pytorch进行长文本分类。这里用到的网络有：FastText、TextCNN、TextRNN、TextRCNN、Transformer
Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Multimodal-Transformer
[ACL'19] [PyTorch] Multimodal Transformer
algorithms
算法和数据结构
multimodal-deep-learning-for-disaster-response
Damage Identification in Social Media Posts using Multimodal Deep Learning: code and dataset
block.bootstrap.pytorch
BLOCK (AAAI 2019), with a multimodal fusion library for deep learning models
Low-rank-Multimodal-Fusion
This is the repository for "Efficient Low-rank Multimodal Fusion with Modality-Specific Factors", Liu and Shen, et. al. ACL 2018
MultimodalPrognosis
Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction
Bert-BiLSTM-CRF-pytorch
使用谷歌预训练bert做字嵌入的BiLSTM-CRF序列标注模型
MIMIC-III_ICU_Readmission_Analysis
This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.