Alternatives and similar repositories for SentenceClassification

Users that are interested in SentenceClassification are comparing it to the libraries listed below

• zhanlaoban / Transformers_for_Text_Classification
  基于Transformers的文本分类
  ☆342Updated 4 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.
  ☆77Updated 5 years ago
• zhangzhiqiangccm / NLP-project
  自然语言处理中的基础任务，包含但不限于文本表示，文本分类，命名实体识别，关系抽取，文本生成，文本摘要等，基于tensorflow2或Pytorch，所有代码均经过测试，项目中也包含相关数据。
  ☆151Updated 2 years ago
• WuHuRestaurant / xf_event_extraction2020Top1
  科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统
  ☆540Updated 4 years ago
• zhengyanzhao1997 / NLP-model
  ☆279Updated 3 years ago
• HoyTta0 / 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。
  ☆228Updated 3 years ago
• percent4 / multi-label-classification-4-event-type
  multi-label-classification-4-event-type
  ☆138Updated 2 years ago
• lushishuai / BERT-ROBERTA-pytorch-multi-label-classification
  bert pytorch模型微调用于的多标签文本分类
  ☆137Updated 5 years ago
• YuanWind / BertModel
  利用bert预训练模型生成句向量或词向量
  ☆27Updated 4 years ago
• yechens / COVID-19-sentence-pair
  天池 新冠疫情相似句对判定大赛 top6方案
  ☆77Updated 3 years ago
• vdogmcgee / SimCSE-Chinese-Pytorch
  SimCSE在中文上的复现，有监督+无监督
  ☆279Updated 7 months ago
• DengBoCong / text-similarity
  文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本
  ☆179Updated 3 years ago
• murray-z / multi_label_classification
  基于pytorch + bert的多标签文本分类（multi label text classification）
  ☆108Updated 2 years ago
• wangle1218 / deep_text_matching
  implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, …
  ☆291Updated 4 years ago
• Vincent131499 / Multi_Label_Classifier_finetune
  微调预训练语言模型，解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)
  ☆141Updated 5 years ago
• percent4 / bert_doc_binary_classification
  文本二分类任务，是否文档是否属于政治上的出访类事件，利用BERT提取特征，模型采用简单的DNN。
  ☆61Updated 5 years ago
• percent4 / keras_bert_multi_label_cls
  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
• HuiResearch / epidemicTextMatch
  天池大赛疫情文本挑战赛线上第三名方案分享
  ☆228Updated 4 years ago
• zhoujx4 / NLP-Series-sentence-embeddings
  NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE
  ☆178Updated 3 years ago
• kangyishuai / NEWS-TEXT-CLASSIFICATION
  零基础入门NLP - 新闻文本分类 正式赛第一名方案
  ☆236Updated 5 years ago
• MM-IR / rank4_NLP_textclassification
  阿里云天池零基础入门NLP比赛_rank4选手比赛总结: https://tianchi.aliyun.com/competition/entrance/531810/introduction
  ☆192Updated 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
  ☆104Updated 4 years ago
• hrwleo / multi-Label-TextClassification
  多标签文本分类
  ☆32Updated 3 years ago
• linhaow / TextClassification
  基于预训练模型（BERT，BERT-wwm）的文本分类模板，CCF BDCI新闻情感分析A榜4/2735。
  ☆271Updated 5 years ago
• qingyujean / document-level-classification
  超长文本分类（大于1000字）；文档级/篇章级文本分类；主要是解决长距离依赖问题
  ☆132Updated 4 years ago
• myeclipse / MUSIED
  MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts
  ☆10Updated 2 years ago
• WenRichard / NER-FunTool
  本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等，最后用TFServing进行模型部署，线上推理和线下推理。
  ☆81Updated 4 years ago
• lonePatient / NeZha_Chinese_PyTorch
  NEZHA: Neural Contextualized Representation for Chinese Language Understanding
  ☆261Updated 4 years ago
• NZbryan / NLP_bert
  ☆81Updated 4 years ago
• hy-struggle / ccks_ner
  ccks2020 NER competitions
  ☆118Updated 5 years ago