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
- 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！☆404Jul 16, 2023Updated 2 years ago
- 基于word2vec使用wiki中文语料库实现词向量训练模型☆59May 22, 2019Updated 6 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 基于BERT+BiLSTM+CRF实现中文命名实体识别☆147Apr 17, 2020Updated 5 years ago
- ☆29Jul 5, 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
- word2vec+lstm情感分析☆24Jun 5, 2020Updated 5 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
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- 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☆101May 19, 2021Updated 4 years ago
- 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 6 years ago
- address participles, parsing, error recovery by named entity recognition.☆17May 22, 2020Updated 5 years ago
- ☆18Nov 11, 2022Updated 3 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☆26Jul 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。☆5,729Sep 23, 2020Updated 5 years ago
- Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.☆146Jun 14, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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…☆519Dec 8, 2022Updated 3 years ago
- 基于bert4keras开放领域的关系抽取☆21Jun 9, 2022Updated 3 years ago
- 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☆4,418Jun 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 2 years ago
- Sentiment Analysis: Deep Bi-LSTM+attention model☆45Jul 5, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 中文环境领域文本分析包，纯神经网络架构，支持EnvBert,LSTM,RNN,word2vec等模型，支持自定义模型，下游任务包括分类，回归，多选，情感分析，命名实体识别等，专题包括气候变化文本分析，环境知识图谱等。针对领域研究进行了接口的优化，一键使用模型。☆37Apr 19, 2023Updated 2 years ago
- Implementation of papers for text classification task on SST-1/SST-2☆67Jul 25, 2024Updated last year
- 使用word2vec, fasttext进行训练词向量☆11Jan 10, 2019Updated 7 years ago
- 多线程爬取电商评论数据，进行情感分析并通过web页面展示效果☆11Oct 24, 2020Updated 5 years ago
- bert文本多分类(情感分析)、bert-bilstm-crf序列标注任务(快递地址的序列标注任务)☆33Aug 20, 2021Updated 4 years ago
- 本项目的数据来自“互联网新闻情感分析”赛题。基于Transformer2.0库中的中文Bert模型，对新闻语料进行三分类。☆118Oct 9, 2019Updated 6 years ago
- 京东评论情感分析模型，主要包括1、数据获取及探索性分析；2、文本预处理、文本分词、文本向量化、特征提取、☆84Jun 4, 2019Updated 6 years ago