Alternatives and similar repositories for Text-Classification

Users that are interested in Text-Classification are comparing it to the libraries listed below

• hscspring / Multi-Label-Text-Classification-for-Chinese
  pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.
  ☆75Updated 5 years ago
• Nealcly / BiLSTM-LAN
  Hierarchically-Refined Label Attention Network for Sequence Labeling
  ☆290Updated 4 years ago
• Cheneng / TextCNN
  Convolutional Neural Networks for Sentence Classification in PyTorch
  ☆107Updated 7 years ago
• zhongyuchen / few-shot-text-classification
  Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
  ☆108Updated 9 months ago
• InsaneLife / NLPDataAugmentation
  Chinese NLP Data Augmentation， BERT Contextual Augmentation
  ☆111Updated 3 years ago
• circlePi / Pretraining-Yourself-Bert-From-Scratch
  从头训练MASK BERT
  ☆137Updated 2 years ago
• fastnlp / TENER
  Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"
  ☆375Updated 4 years ago
• neesetifa / bert_classification
  ☆60Updated 5 years ago
• goxdve / BiLSTM-CRF
  A Pytorch implementation for NER using BiLSTM-CRF
  ☆137Updated 5 years ago
• Sleepychord / CogLTX
  The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"
  ☆272Updated 2 years ago
• zhengyanzhao1997 / NLP-model
  ☆278Updated 3 years ago
• ShomyLiu / pytorch_bert_elmo_example
  A text classification example with Bert/ELMo/GloVe in pytorch
  ☆91Updated 4 years ago
• ShannonAI / dice_loss_for_NLP
  The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`
  ☆275Updated last year
• RowitZou / LGN
  EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.
  ☆137Updated 10 months ago
• qiufengyuyi / sequence_tagging
  using bilstm-crf,bert and other methods to do sequence tagging task
  ☆415Updated last year
• yumeng5 / LOTClass
  [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
  ☆300Updated 3 years ago
• zhoujx4 / NLP-Series-text-cls
  文本分类baseline：BERT、半监督学习UDA、对抗学习、数据增强
  ☆102Updated 4 years ago
• v-mipeng / LexiconAugmentedNER
  Reject complicated operations for incorporating lexicon for Chinese NER.
  ☆435Updated 3 years ago
• yangheng95 / LCF-ATEPC
  codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
  ☆196Updated 2 years ago
• yhcc / BARTNER
  ☆221Updated 2 years ago
• Alibaba-NLP / HiAGM
  Hierarchy-Aware Global Model for Hierarchical Text Classification
  ☆215Updated 2 years ago
• zingp / pointer-generator-pytorch
  implementation pointer-generator-network by pytorch and python3
  ☆85Updated 5 years ago
• lonePatient / BiLSTM-CRF-NER-PyTorch
  This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.
  ☆120Updated 5 years ago
• RandolphVI / Hierarchical-Multi-Label-Text-Classification
  The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》
  ☆328Updated 11 months ago
• Louis-udm / NER-BERT-CRF
  ☆228Updated 4 years ago
• mali19064 / LSTM-CRF-pytorch-faster
  A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL//pytor…
  ☆204Updated 4 years ago
• china-ai-law-challenge / CAIL2020
  ☆155Updated 3 years ago
• cooscao / Bert-BiLSTM-CRF-pytorch
  bert-bilstm-crf implemented in pytorch for named entity recognition.
  ☆280Updated 3 years ago
• zhanlaoban / Transformers_for_Text_Classification
  基于Transformers的文本分类
  ☆339Updated 3 years ago
• WindChimeRan / CopyMTL
  AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"
  ☆125Updated 4 years ago