文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等,数据集为LCQMC官方数据
☆470May 8, 2022Updated 3 years ago
Alternatives and similar repositories for text_matching
Users that are interested in text_matching are comparing it to the libraries listed below
Sorting:
- 常用文本匹配模型tf版本,数据集为QA_corpus,持续更新中☆674Oct 12, 2019Updated 6 years ago
- 利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据☆198Dec 19, 2019Updated 6 years ago
- Text-Similarity Method in Pytorch☆469Dec 9, 2018Updated 7 years ago
- 基于Pytorch的,中文语义相似度匹配模型(ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet)☆796Mar 22, 2020Updated 5 years ago
- Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆340Oct 11, 2019Updated 6 years ago
- Facilitating the design, comparison and sharing of deep text matching models.☆3,855Aug 2, 2024Updated last year
- implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, …☆291Oct 20, 2020Updated 5 years ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,984Nov 21, 2022Updated 3 years ago
- A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆306Aug 24, 2022Updated 3 years ago
- DSSM and Multi-View DSSM☆667Dec 15, 2020Updated 5 years ago
- BERT distillation(基于BERT的蒸馏实验 )☆314Jul 30, 2020Updated 5 years ago
- RoBERTa中文预训练模型: RoBERTa for Chinese☆2,773Jul 22, 2024Updated last year
- 问题句子相似度计算,即给定客服里用户描述的两句话,用算法来判断是否表示了相同的语义。☆370Nov 17, 2020Updated 5 years ago
- 一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算☆1,671Oct 14, 2019Updated 6 years ago
- CCL2018客服领域用户意图分类冠军1st方案☆149Sep 5, 2022Updated 3 years ago
- A curated list of papers dedicated to neural text (semantic) matching.☆779Dec 8, 2023Updated 2 years ago
- 复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!☆2,796Aug 30, 2025Updated 6 months ago
- ESIM for Multi-turn Response Selection Task☆584Sep 9, 2019Updated 6 years ago
- Tensorflow implementations of various Deep Semantic Matching Models (DSMM).☆230Dec 2, 2018Updated 7 years ago
- Pre-Trained Chinese XLNet(中文XLNet预训练模型)☆1,650Jul 15, 2025Updated 7 months ago
- 关于文本分类的许多方法,主要涉及到TextCNN,TextRNN, LEAM, Transformer,Attention, fasttext, HAN等☆77Jan 29, 2019Updated 7 years ago
- 2019年百度的三元组抽取比赛,“科学空间队”源码☆768May 16, 2020Updated 5 years ago
- 基于lstm,bilstm的language model 中文维基百科数据集☆16Mar 8, 2019Updated 6 years ago
- 文本相似度计算/文本匹配☆309Feb 8, 2020Updated 6 years ago
- Implementation of the ESIM model for natural language inference with PyTorch☆374Aug 29, 2021Updated 4 years ago
- 天池 疫情相似句对判定大赛 线上第一名方案☆434Oct 17, 2020Updated 5 years ago
- 自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,b…☆1,539Sep 23, 2021Updated 4 years ago
- a bert for retrieval and generation☆860Feb 26, 2021Updated 5 years ago
- Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard☆1,787Feb 18, 2023Updated 3 years ago
- Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)☆10,177Jul 15, 2025Updated 7 months ago
- 中文知识库问答代码,CCKS2019 CKBQA评测第四名解决方案☆478Apr 5, 2021Updated 4 years ago
- A simple effective ToolKit for short text matching☆329Jul 19, 2022Updated 3 years ago
- NLP research:基于tensorflow的nlp深度学习项目,支持文本分类/句子匹配/序列标注/文本生成 四大任务☆196Jun 17, 2024Updated last year
- 使用BERT解决lic2019机器阅读理解☆89May 31, 2019Updated 6 years ago
- An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。☆1,386May 31, 2022Updated 3 years ago
- all kinds of text classification models and more with deep learning☆7,951Sep 28, 2023Updated 2 years ago
- 中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large☆229Sep 13, 2019Updated 6 years ago
- Open Language Pre-trained Model Zoo☆1,005Nov 18, 2021Updated 4 years ago
- Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services☆4,900Feb 24, 2021Updated 5 years ago