Pinned Repositories
AAAI_2019_EXAM
Official implementation of "Explicit Interaction Model towards Text Classification"
AGIF
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint MultipleIntent Detection and Slot Filling"
Awesome-SLU-Survey
Tracking the progress in SLU (resources, code, and new frontiers etc.)
Awsome-MLTC
Organize multi-label paper classification。
Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
cluster-analysis
K-Means++(HCM), Fuzzy C-Means(FCM), Hierarchical Clustering, DBscan
flask-celery-example
This repository contains the example code for my blog article Using Celery with Flask.
GL-GIN
HSCNN
An implementation of the paper "HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification"
text-classification-surveys
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、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
yy-mille's Repositories
yy-mille/text-classification-surveys
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、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
yy-mille/AAAI_2019_EXAM
Official implementation of "Explicit Interaction Model towards Text Classification"
yy-mille/HSCNN
An implementation of the paper "HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification"
yy-mille/AGIF
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint MultipleIntent Detection and Slot Filling"
yy-mille/Awesome-SLU-Survey
Tracking the progress in SLU (resources, code, and new frontiers etc.)
yy-mille/Awsome-MLTC
Organize multi-label paper classification。
yy-mille/Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
yy-mille/cluster-analysis
K-Means++(HCM), Fuzzy C-Means(FCM), Hierarchical Clustering, DBscan
yy-mille/flask-celery-example
This repository contains the example code for my blog article Using Celery with Flask.
yy-mille/GL-GIN
yy-mille/Graph-Neural-networks-for-NLP
Graph Neural networks for NLP
yy-mille/HSCNN-1
본 Repo는 EMNLP 2020에 Proceeding된 HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification 을 구현한 Repository입니다.
yy-mille/HTTN-master
The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"
yy-mille/LABAN
EMNLP 2021: A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding
yy-mille/label_confusion_learning
Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"
yy-mille/LACO
This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning]
yy-mille/LEAM
yy-mille/LSAN
Label-Specific Document Representation for Multi-Label Text Classification
yy-mille/MLWA-Chinese-SLU
Open source code for ICASSP 2021 Paper “Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding”
yy-mille/Multi-Label-Text-Classification-1
About Muti-Label Text Classification Based on Neural Network.
yy-mille/NeuralNLP-NeuralClassifier
An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
yy-mille/NLP-Capsule
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
yy-mille/NLU_datasets_with_task_oriented_dialogue
datasets of natural language understanding and dialogue state tracking
yy-mille/SGM
Sequence Generation Model for Multi-label Classification (COLING 2018)
yy-mille/single-positive-multi-label
Multi-Label Learning from Single Positive Labels - CVPR 2021
yy-mille/spoken-language-understanding-research-datasets
yy-mille/StackPropagation-SLU
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
yy-mille/SU4MLC
Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)