649453932/Chinese-Text-Classification-Pytorch
A PyTorch-based library implementing multiple neural network architectures for Chinese text classification.
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This repository provides implementations of various deep learning models for Chinese text classification including TextCNN, TextRNN, FastText, TextRCNN, BiLSTM with Attention, DPCNN, and Transformer. It uses character-level and word-level input with pre-trained Chinese word embeddings from Sogou news corpus. The library includes benchmark results on THUCNews dataset across 10 categories, achieving up to 94.83% accuracy with BERT.
Frequently asked
- What is 649453932/Chinese-Text-Classification-Pytorch?
- A PyTorch-based library implementing multiple neural network architectures for Chinese text classification.
- Is Chinese-Text-Classification-Pytorch open source?
- Yes — 649453932/Chinese-Text-Classification-Pytorch is open source, released under the MIT license.
- What language is Chinese-Text-Classification-Pytorch written in?
- 649453932/Chinese-Text-Classification-Pytorch is primarily written in Python.
- How popular is Chinese-Text-Classification-Pytorch?
- 649453932/Chinese-Text-Classification-Pytorch has 5.7k stars on GitHub.
- Where can I find Chinese-Text-Classification-Pytorch?
- 649453932/Chinese-Text-Classification-Pytorch is on GitHub at https://github.com/649453932/Chinese-Text-Classification-Pytorch.