Renovamen / Text-ClassificationLinks
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
☆147Updated 4 years ago
Alternatives and similar repositories for Text-Classification
Users that are interested in Text-Classification are comparing it to the libraries listed below
Sorting:
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆75Updated 5 years ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆110Updated 7 years ago
- Chinese NLP Data Augmentation, BERT Contextual Augmentation☆109Updated 3 years ago
- 从头训练MASK BERT☆137Updated 2 years ago
- ☆60Updated 5 years ago
- 基 于Transformers的文本分类☆340Updated 3 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Updated last year
- implementation pointer-generator-network by pytorch and python3☆87Updated 5 years ago
- A BERT-Transformer network for abstractive text summarization☆127Updated 2 years ago
- Pytorch进行长文本分类。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆48Updated 5 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆108Updated 11 months ago
- A Pytorch implementation for NER using BiLSTM-CRF☆139Updated 5 years ago
- bert-bilstm-crf implemented in pytorch for named entity recognition.☆280Updated 4 years ago
- bert pytorch模型微调用于的多标签文本分类☆133Updated 5 years ago
- 主要是实现nlp常用网络以及结果比较,各模型的优劣势,如:FastText,TextCNN,TextRNN,TextRCNN,BiLSTM,Seq2seq,BERT,Transformer,ELMo以及Attention机制等等。☆45Updated 6 years ago
- ☆278Updated 3 years ago
- This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.☆120Updated 6 years ago
- 论文复现《Named Entity Recognition as Dependency Parsing》☆130Updated 4 years ago
- A PyTorch-based toolkit for natural language processing☆158Updated 2 years ago
- Implementation of paper Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa.☆132Updated 2 years ago
- codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction☆199Updated 3 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆291Updated 4 years ago
- 本项目采用Keras和Keras-bert实现文本多标签分类任务,对BERT进行微调。☆67Updated 4 years ago
- 2020 CCF大数据与计算智能大赛-非结构化商业文本信息中隐私信息识别-第7名方案☆72Updated 4 years ago
- Reject complicated operations for incorporating lexicon for Chinese NER.☆436Updated 3 years ago
- 对ACL2020 FastBERT论文的复现,论文地址//arxiv.org/pdf/2004.02178.pdf☆194Updated 3 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆376Updated 4 years ago
- using bilstm-crf,bert and other methods to do sequence tagging task☆415Updated 2 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Updated 11 months ago