A Benchmark of Text Classification in PyTorch
☆606Apr 20, 2024Updated last year
Alternatives and similar repositories for TextClassificationBenchmark
Users that are interested in TextClassificationBenchmark are comparing it to the libraries listed below
Sorting:
- Text classification using deep learning models in Pytorch☆818Nov 17, 2018Updated 7 years ago
- Implementation of State-of-the-art Text Classification Models in Pytorch☆490Jan 5, 2019Updated 7 years ago
- all kinds of text classification models and more with deep learning☆7,951Sep 28, 2023Updated 2 years ago
- CNNs for Sentence Classification in PyTorch☆1,040Jan 23, 2025Updated last year
- 1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)☆1,058Jul 16, 2018Updated 7 years ago
- Implementation of papers for text classification task on DBpedia☆735Oct 1, 2020Updated 5 years ago
- Models, data loaders and abstractions for language processing, powered by PyTorch☆3,565Sep 10, 2025Updated 5 months ago
- ☆324May 24, 2019Updated 6 years ago
- List of papers that applied graph network to NLP☆13Feb 26, 2019Updated 7 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆608Mar 4, 2020Updated 5 years ago
- Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。☆2,105Jun 12, 2023Updated 2 years ago
- An open-source NLP research library, built on PyTorch.☆11,889Nov 22, 2022Updated 3 years ago
- R-net in PyTorch, with ELMo☆196Nov 12, 2019Updated 6 years ago
- Multi-Task Deep Neural Networks for Natural Language Understanding☆2,258Mar 7, 2024Updated last year
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,176May 28, 2023Updated 2 years ago
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 5 years ago
- In PyTorch Learing Neural Networks Likes CNN、BiLSTM☆1,434Mar 20, 2023Updated 2 years ago
- Google AI 2018 BERT pytorch implementation☆6,519Sep 15, 2023Updated 2 years ago
- NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character …☆1,897Jun 30, 2022Updated 3 years ago
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,981Jul 28, 2024Updated last year
- Pytorch + NLP, 一份友好的项目实践仓库☆467Jul 30, 2019Updated 6 years ago
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,080Sep 16, 2021Updated 4 years ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆296Jul 5, 2018Updated 7 years ago
- Facilitating the design, comparison and sharing of deep text matching models.☆3,854Aug 2, 2024Updated last year
- Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)☆2,950Oct 15, 2019Updated 6 years ago
- bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目☆1,848Mar 21, 2021Updated 4 years ago
- ’达观杯‘文本智能处理挑战赛，文本分类任务的实现，包括一些传统的监督学习算法和深度学习算法，主要基于sklearn/xgb/lgb/pytorch包实现。☆261Sep 15, 2018Updated 7 years ago
- An Open-source Neural Hierarchical Multi-label Text Classification Toolkit☆1,919Nov 18, 2025Updated 3 months ago
- Basic Utilities for PyTorch Natural Language Processing (NLP)☆2,227Jul 4, 2023Updated 2 years ago
- A Structured Self-attentive Sentence Embedding☆494Sep 22, 2019Updated 6 years ago
- 100+ Chinese Word Vectors 上百种预训练中文词向量☆12,183Oct 30, 2023Updated 2 years ago
- A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.☆1,244Nov 8, 2022Updated 3 years ago
- Tutorials on getting started with PyTorch and TorchText for sentiment analysis.☆4,583Mar 27, 2024Updated last year
- Pre-trained ELMo Representations for Many Languages☆1,460May 19, 2021Updated 4 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆967Jan 1, 2019Updated 7 years ago
- Text Classification Algorithms: A Survey☆1,832Apr 1, 2025Updated 10 months ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆95Feb 12, 2019Updated 7 years ago
- Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch☆198Mar 4, 2019Updated 6 years ago
- Text classification based on LSTM on R8 dataset for pytorch implementation☆141Aug 2, 2017Updated 8 years ago