OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。
☆209May 3, 2024Updated last year
Alternatives and similar repositories for OpenTextClassification
Users that are interested in OpenTextClassification are comparing it to the libraries listed below
Sorting:
- OpenLLMWiki: Docs of OpenLLMAI. Survey, reproduction and domain/task adaptation of open source chatgpt alternatives/implementations. PiXi…☆262Dec 10, 2024Updated last year
- 利用bert和textcnn解决多标签文本分类的demo。☆34Aug 19, 2022Updated 3 years ago
- pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型实现，开箱即用。☆521Sep 25, 2024Updated last year
- Official implementation for NAACL 2024 paper "HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Class…☆20Mar 27, 2024Updated last year
- 中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。☆5,714Sep 23, 2020Updated 5 years ago
- TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。☆246Jul 21, 2023Updated 2 years ago
- 中文二分类，bert+TextCNN 两种实现方法☆26Dec 21, 2022Updated 3 years ago
- CHATGPT-In-Jupyter☆11Jun 2, 2023Updated 2 years ago
- 中文文本分类、序列标注工具包（pytorch），支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标注任务。 Chinese text classification and sequence labeling toolk…☆354Jul 18, 2024Updated last year
- 本项目采用Keras和ALBERT实现文本多标签分类任务,其中对ALBERT进行微调。☆13Jan 5, 2021Updated 5 years ago
- textcnn for advertising detection，广告检测☆11Jan 12, 2024Updated 2 years ago
- 使用biaffine的中文命名实体识别☆10Jan 12, 2023Updated 3 years ago
- WideMLP for Text Classification☆29Aug 10, 2025Updated 7 months ago
- 基于朴素贝叶斯的文本分类算法的文本分类系统，该系统具有qt桌面端和web端☆14Jul 13, 2019Updated 6 years ago
- pke_zh, python keyphrase extraction for chinese(zh). 中文关键词或关键句提取工具，实现了KeyBert、PositionRank、TopicRank、TextRank等算法，开箱即用。☆216Mar 27, 2024Updated last year
- 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（…☆1,806Jun 17, 2024Updated last year
- 面向金融领域的小样本跨类迁移事件抽取 第三名 方案及代码☆17Dec 23, 2020Updated 5 years ago
- Multi-Label Text Classification Based On Bert☆23Feb 28, 2023Updated 3 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☆806Dec 11, 2024Updated last year
- pytorch版损失函数，改写自科学空间文章，【通过互信息思想来缓解类别不平衡问题】、【将“softmax+交叉熵”推广到多标签分类问题】☆12Aug 22, 2021Updated 4 years ago
- 2021软件杯-新闻智分系统项目开源，基于PaddleHub通过预训练模型ERNIE-Tiny在整合与爬取的新闻10分类数据集上进行微调完成模型训练，可实现精细的新闻长文本10分类任务。最后基于PyQt5完成GUI可视化界面开发以及基于VUE+FastAPI完成该项目的we…☆25Jan 25, 2022Updated 4 years ago
- 用于生成文本纠错模型(如Gector)需要的大量数据。☆14Jan 5, 2023Updated 3 years ago
- 使用Bert，ERNIE，进行中文文本分类☆4,405Jun 28, 2024Updated last year
- Shaping Language Models with Cognitive Insights☆15Feb 29, 2024Updated 2 years ago
- solve text generation tasks by the language model GPT2, including papers, code, demo demos, and hands-on tutorials. 使用语言模型GPT2来解决文本生成任务的…☆26Aug 27, 2019Updated 6 years ago
- 基于Bert实现中文文本二分类☆29Mar 2, 2020Updated 6 years ago
- TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLO…☆979Sep 14, 2024Updated last year
- This is the source code of IJCNN 2023 paper TieFake: Title-Text Similarity and Emotion-Aware Fake News Detection (TieFake).☆16Dec 21, 2023Updated 2 years ago
- 基于BERT模型的深度学习中文文本分类实现，包含大约20000条新闻的训练和测试集，包装有简单HTTP接口可供调用。☆24Jun 25, 2020Updated 5 years ago
- GTS Engine: A powerful NLU Training System。GTS引擎（GTS-Engine）是一款开箱即用且性能强大的自然语言理解引擎，聚焦于小样本任务，能够仅用小样本就能自动化生产NLP模型。☆93Feb 28, 2023Updated 3 years ago
- 基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等☆2,781Dec 12, 2023Updated 2 years ago
- ICE-PIXIU：A Cross-Language Financial Megamodeling Framework☆18Dec 4, 2024Updated last year
- baichuan and baichuan2 finetuning and alpaca finetuning☆33Mar 10, 2025Updated last year
- The Corpus & Code for EMNLP 2022 paper "FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction" | FCGEC中文语法纠错语料及STG模型☆120Dec 10, 2024Updated last year
- the benchmark for finance☆10Jul 4, 2023Updated 2 years ago
- 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！☆403Jul 16, 2023Updated 2 years ago
- 2021搜狐校园文本匹配算法大赛Top2方案☆37Mar 25, 2024Updated last year
- This repository is for the paper "Confusionset-guided Pointer Networks for Chinese Spelling Check"☆59Oct 25, 2019Updated 6 years ago
- Heterogeneous Graph Attention Auto-Encoders☆20Jul 26, 2020Updated 5 years ago