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
Sorting:
- 知识图谱从入门到精通☆33Nov 27, 2020Updated 5 years ago
- Bert + PCNN and PCNN 中文关系抽取任务☆19Dec 30, 2022Updated 3 years ago
- 基于BERT+BiLSTM+CRF实现中文命名实体识别☆146Apr 17, 2020Updated 5 years ago
- 利用bert预训练模型生成句向量或词向量☆27Oct 29, 2020Updated 5 years ago
- 一个BERT+BiLSTM的情感分析 BaseLine☆26May 9, 2020Updated 5 years ago
- 利用Bert获取中文字、词向量☆10Jan 18, 2022Updated 4 years ago
- Using BERT+CRF model to do Chinese NER task☆27Sep 30, 2020Updated 5 years ago
- Classifying text using Bi-LSTM, Transformer, BERT-ATT, BERT-BILSTM and BERT-CNN（文本分类）ChineseGLUE☆13Apr 2, 2023Updated 2 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
- ☆14Mar 7, 2022Updated 3 years ago
- bert 词向量 句向量生成☆13Sep 1, 2019Updated 6 years ago
- address participles, parsing, error recovery by named entity recognition.☆17May 22, 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
- Code for KDD 2023 long paper: MetricPrompt: Prompting Model as a Relevance Metric for Few-Shot Text Classification☆19Aug 10, 2024Updated last year
- 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
- 使用Bert，ERNIE，进行中文文本分类☆4,392Jun 28, 2024Updated last year
- 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
- 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☆100May 19, 2021Updated 4 years ago
- ☆17Dec 24, 2018Updated 7 years ago
- Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attent…☆25Mar 24, 2020Updated 5 years ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆94Aug 13, 2023Updated 2 years ago
- 🏅 2021 字节跳动安全 AI 挑战赛赛道 7th 基于文本和多模态数据的风险识别（色情导流用户识别）☆23Jan 3, 2022Updated 4 years ago
- 中文情感分析-textcnn☆24Mar 24, 2023Updated 2 years ago
- Use BERT pre-trained model to do sentiment classification☆96Nov 29, 2020Updated 5 years ago
- 两层attention 的lstm评论情感分析☆23Dec 14, 2017Updated 8 years ago
- 基于BERT-BLSTM-CRF 序列标注模型，支持中文分词、词性标注、命名实体识别、语义角色标注。☆24Aug 17, 2020Updated 5 years ago
- 本项目主要是利用LSTM来对中文文本进行情感分类，包含四个类别（愤怒，焦虑，抑郁，伤感）☆57Dec 17, 2019Updated 6 years ago
- Code for the paper "DiffusionNER: Boundary Diffusion for Named Entity Recognition", accepted at ACL 2023.☆112Aug 29, 2023Updated 2 years ago
- 基于超级账本开发一个区块链应用--票 据背书☆26Aug 29, 2018Updated 7 years ago
- RXN fork of OpenNMT-py - Open Source Neural Machine Translation in PyTorch☆26Feb 9, 2024Updated 2 years ago
- Aspect Based Sentiment Analysis 基于方面的细粒度情感分析☆173Jun 21, 2022Updated 3 years ago
- 使用pytorch， 基于textCNN以及BiLSTM进行中文情感分析、 文本分类☆65Jul 8, 2019Updated 6 years ago
- ☆33Apr 9, 2023Updated 2 years ago
- WikiQA，复现论文《APPLYING DEEP LEARNING TO ANSWER SELECTION: A STUDY AND AN OPEN TASK》☆29Jul 25, 2019Updated 6 years ago
- 多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification☆804Dec 11, 2024Updated last year
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆134Jan 17, 2024Updated 2 years ago
- 细粒度的情感分析（属性词提取，句法依存分析）☆36Feb 23, 2023Updated 3 years ago
- Implementation of papers for text classification task on SST-1/SST-2☆67Jul 25, 2024Updated last year