超长文本分类（大于1000字）；文档级/篇章级文本分类；主要是解决长距离依赖问题
☆131Oct 9, 2021Updated 4 years ago
Alternatives and similar repositories for document-level-classification
Users that are interested in document-level-classification are comparing it to the libraries listed below
Sorting:
- Pytorch进行长文本分类。这里用到的网络有：FastText、TextCNN、TextRNN、TextRCNN、Transformer☆48May 27, 2020Updated 5 years ago
- ☆59Apr 11, 2020Updated 5 years ago
- “达观杯”长文本智能处理挑战赛。达观数据提供了一批长文本数据和分类信息，希望选手动用自己的智慧，结合当下最先进的NLP和人工智能技术，深入分析文本内在结构和语义信息，构建文本分类模型，实现精准分类。☆10Jul 20, 2018Updated 7 years ago
- 本仓主要实现并解决基于预训练bert，预训练字向量和词向量实现Bert_RCNN用于一个长文本对应对个标签的问题☆19Jun 9, 2021Updated 4 years ago
- 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
- 这是使用pytoch 实现的长文本分类器☆46Jul 24, 2019Updated 6 years ago
- softmax, crf, biaffine, globalpointer, efficient globalpointer, ricon☆17Oct 11, 2022Updated 3 years ago
- 长文本相似度模型☆21Nov 24, 2023Updated 2 years ago
- 对抗训练在NLP中的应用☆14Nov 22, 2021Updated 4 years ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆19Jul 20, 2023Updated 2 years ago
- 使用Bert，ERNIE，进行中文文本分类☆4,405Jun 28, 2024Updated last year
- 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
- 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
- using lear to do ner extraction☆29Mar 13, 2022Updated 4 years ago
- 基于BERT的文本多标签多分类☆11May 11, 2022Updated 3 years ago
- A Tight-fisted Optimizer (Tiger), implemented in PyTorch.☆12Jun 26, 2024Updated last year
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆29Jul 30, 2023Updated 2 years ago
- 带拼音、字形特征的文本纠错模型☆11Jan 1, 2023Updated 3 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
- 大模型文本分类☆95Aug 15, 2024Updated last year
- 天池“公益AI之星”挑战赛-新冠疫情相似句对判定大赛☆16Apr 12, 2020Updated 5 years ago
- Automatically Update LLM Papers Daily using Github Actions. Ref: https://github.com/Vincentqyw/cv-arxiv-daily☆10Updated this week
- 知识图谱的小demo☆17Oct 4, 2018Updated 7 years ago
- Multi-Label Text Classification Based On Bert☆23Feb 28, 2023Updated 3 years ago
- chinese version of longformer☆117Nov 6, 2020Updated 5 years ago
- ☆12Jun 18, 2020Updated 5 years ago
- ☆27Oct 4, 2024Updated last year
- Code for the paper `Text Classification via Large Language Models`.☆86Jul 13, 2023Updated 2 years ago
- 爬取中国所有省份办公厅公文数据。Crawler for all Policy text of all provinces in China☆22Dec 27, 2020Updated 5 years ago
- The official repository for AAAI 2024 Oral paper "Structured Probabilistic Coding".☆12Sep 7, 2024Updated last year
- 模型融合的各种算法及特征赛选，以及串行化并行化实现方法☆12Jan 16, 2020Updated 6 years ago
- RDrop 的 torch版☆16Jul 15, 2021Updated 4 years ago
- 自然语言处理_CCF大数据与计算智能大赛_面向数据安全治理的数据内容智能发现与分级分类☆11Nov 17, 2022Updated 3 years ago
- Virtual Adversarial Training (VAT) techniques in PyTorch☆17Jul 19, 2022Updated 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
- 中文bigbird预训练模型☆96Jul 5, 2022Updated 3 years ago
- 基于itchat的微信群分析器以及一些小案例☆22Dec 10, 2019Updated 6 years ago
- 2022京东全球人工智能技术创新大赛 电商关键属性的图文匹配任务第1名方案☆34Jul 17, 2022Updated 3 years ago
- THUCNews中文文本分类数据集，该数据集包含84万篇新闻文档，总计14类；在该模型的基础上测试多个版本bert分类效果。☆71Feb 2, 2021Updated 5 years ago