Alternatives and similar repositories for Text-Classification:

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

• goxdve / BiLSTM-CRF
  A Pytorch implementation for NER using BiLSTM-CRF
  ☆138Updated 4 years ago
• neesetifa / bert_classification
  ☆60Updated 5 years ago
• 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
• Cheneng / TextCNN
  Convolutional Neural Networks for Sentence Classification in PyTorch
  ☆107Updated 7 years ago
• Nealcly / BiLSTM-LAN
  Hierarchically-Refined Label Attention Network for Sequence Labeling
  ☆291Updated 4 years ago
• weizhepei / BERT-NER
  Using pre-trained BERT models for Chinese and English NER with 🤗Transformers
  ☆136Updated 4 years ago
• circlePi / Pretraining-Yourself-Bert-From-Scratch
  从头训练MASK BERT
  ☆136Updated 2 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
• lonePatient / TorchBlocks
  A PyTorch-based toolkit for natural language processing
  ☆156Updated 2 years ago
• yangheng95 / LCF-ATEPC
  codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
  ☆193Updated 2 years ago
• zhongyuchen / few-shot-text-classification
  Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
  ☆108Updated 9 months ago
• RandolphVI / Hierarchical-Multi-Label-Text-Classification
  The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》
  ☆327Updated 10 months ago
• Alibaba-NLP / HiAGM
  Hierarchy-Aware Global Model for Hierarchical Text Classification
  ☆214Updated 2 years ago
• zhengyanzhao1997 / NLP-model
  ☆278Updated 3 years ago
• Nealcly / templateNER
  Source code for template-based NER
  ☆212Updated 3 years ago
• cooscao / Bert-BiLSTM-CRF-pytorch
  bert-bilstm-crf implemented in pytorch for named entity recognition.
  ☆281Updated 3 years ago
• fastnlp / TENER
  Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"
  ☆375Updated 4 years ago
• CLOVEXCWZ / 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
  ☆47Updated 4 years ago
• v-mipeng / LexiconAugmentedNER
  Reject complicated operations for incorporating lexicon for Chinese NER.
  ☆436Updated 3 years ago
• zingp / pointer-generator-pytorch
  implementation pointer-generator-network by pytorch and python3
  ☆85Updated 5 years ago
• qiufengyuyi / sequence_tagging
  using bilstm-crf,bert and other methods to do sequence tagging task
  ☆415Updated last year
• Lizhen0628 / text_classification
  使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个…
  ☆509Updated 2 years ago
• hertz-pj / BERT-BiLSTM-CRF-NER-pytorch
  Pytorch BERT-BiLSTM-CRF For NER
  ☆412Updated 5 years ago
• InsaneLife / NLPDataAugmentation
  Chinese NLP Data Augmentation， BERT Contextual Augmentation
  ☆111Updated 3 years ago
• BitVoyage / FastBERT
  对ACL2020 FastBERT论文的复现，论文地址//arxiv.org/pdf/2004.02178.pdf
  ☆193Updated 3 years ago
• RowitZou / LGN
  EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.
  ☆138Updated 9 months ago
• lushishuai / BERT-ROBERTA-pytorch-multi-label-classification
  bert pytorch模型微调用于的多标签文本分类
  ☆131Updated 5 years ago
• atnlp / torchtext-summary
  torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.
  ☆173Updated 5 years ago
• juntaoy / biaffine-ner
  Named Entity Recognition as Dependency Parsing
  ☆348Updated last year
• BeHappyForMe / chinese-sequence-ner
  chinese-sequence-ner多模型中文命名实体识别
  ☆75Updated 5 years ago