Tongjilibo/bert4torch
An elegent pytorch implement of transformers
A flexible, adaptive classification system for dynamic text classification
$ git clone https://github.com/codelion/adaptive-classifier.gitAn elegent pytorch implement of transformers
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(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Unattended Lightweight Text Classifiers with LLM Embeddings
A Chinese news headline classification benchmark: 200K labeled samples across 10 categories. Covers 4 approaches — TF-IDF+RandomForest, FastText, BERT fine-tuning+int8 quantization, and knowledge distillation (BERT→TextCNN) — spanning classical ML to model compression, with Flask RESTful API.
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Data from GitHub · snapshot Sep 24, 2026