基于word2vec预训练词向量; textCNN 模型 ;charCNN 模型 ;Bi-LSTM模型;Bi-LSTM + Attention 模型 ;Transformer 模型 ;ELMo 预训练模型 ;BERT 预训练模型的文本分类项目
☆123Jul 24, 2020Updated 5 years ago
Alternatives and similar repositories for NLP_textClassifier
Users that are interested in NLP_textClassifier are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 文本分类, 双向lstm + attention 算法☆90Jun 11, 2020Updated 5 years ago
- 基于PyTorch框架,相关项目实战代码。☆25Jan 5, 2023Updated 3 years ago
- 一个BERT+BiLSTM的情感分析 BaseLine☆26May 9, 2020Updated 6 years ago
- Tensorflow2.3的文本分类项目,支持各种分类模型,支持相关tricks。☆177Nov 28, 2024Updated last year
- 中文文本分类任务,基于PyTorch实现(TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention, DPCNN, Transformer,Bert,ERNIE),开箱即用!☆400Jul 16, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 基于word2vec使用wiki中文语料库实现词向量训练模型☆58May 22, 2019Updated 7 years ago
- Bert + PCNN and PCNN 中文关系抽取任务☆19Dec 30, 2022Updated 3 years ago
- 利用bert预训练模型生成句向量或词向量☆26Oct 29, 2020Updated 5 years ago
- 基于BERT+BiLSTM+CRF实现中文命名实体识别☆147Apr 17, 2020Updated 6 years ago
- ☆29Jul 5, 2020Updated 5 years ago
- 知识图谱从入门到精通☆33Nov 27, 2020Updated 5 years ago
- 政策新闻领域 实体识别+关系抽取 基于4000句txt微调得到☆11Apr 9, 2024Updated 2 years ago
- Classifying text using Bi-LSTM, Transformer, BERT-ATT, BERT-BILSTM and BERT-CNN(文本分类)ChineseGLUE☆13Apr 2, 2023Updated 3 years ago
- bert 词向量 句向量生成☆12Sep 1, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- word2vec+lstm情感分析☆23Jun 5, 2020Updated 5 years ago
- 中文情感分析-textcnn☆24Mar 24, 2023Updated 3 years ago
- 阿里中文地址要素解析☆17Jun 10, 2022Updated 3 years ago
- ☆18Aug 17, 2018Updated 7 years ago
- 将word2vec训练生成的词向量和BERT生成的词向量进行可视化对比☆15Jun 29, 2020Updated 5 years ago
- 之江-电商评论观点挖掘的比赛,基于pytorch-transformers版本,暂时只实现了BERT做aspect+opinion+属性分类+情感极性的联合标注,还未加上CRF。☆31Aug 30, 2019Updated 6 years ago
- pytorch实现的LSTM简易文本分类(附代码详解)☆38May 1, 2020Updated 6 years ago
- 中文情感分析,CNN,BI-LSTM,文本分类☆1,088Oct 22, 2022Updated 3 years ago
- 用MLP、TextCNN、RNN、LSTM、GRU、Attention、RCNN、BERT做文本分类、情感分析,对比各模型于温泉旅游评论垂类语料下在情感分类任务上的表现☆102May 19, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Using BERT+CRF model to do Chinese NER task☆27Sep 30, 2020Updated 5 years ago
- A text classification and similairty computing project in Python.We have tried wordbag,word2vec,WordMoverDistance,N-gram,LSTM,C-LSTM, LST…☆11May 18, 2019Updated 7 years ago
- address participles, parsing, error recovery by named entity recognition.☆17May 22, 2020Updated 6 years ago
- ☆14Mar 7, 2022Updated 4 years ago
- 该项目是在英文数据集上,分别使用textcnn模型和BERT模型进行分类。比较效果☆25Jul 10, 2019Updated 6 years ago
- 中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。☆5,737Sep 23, 2020Updated 5 years ago
- 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…☆518Dec 8, 2022Updated 3 years ago
- Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.☆147Jun 14, 2023Updated 2 years ago
- 基于bert4keras开放领域的关系抽取☆21Jun 9, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The code of CIKM 2023 short paper : Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA☆19Jul 19, 2024Updated last year
- 利用Bert获取中文字、词向量☆10Jan 18, 2022Updated 4 years ago
- 两层attention 的lstm评论情感分析☆23Dec 14, 2017Updated 8 years ago
- 使用Bert,ERNIE,进行中文文本分类☆4,425Jun 28, 2024Updated last year
- Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attent…☆25Mar 24, 2020Updated 6 years ago
- 使用bert进行中文方面级情感识别。☆25Jun 26, 2023Updated 2 years ago
- albert-fc for RE(Relation Extraction),中文关系抽取☆19Apr 24, 2023Updated 3 years ago