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Tokenization, parsing, classical NLP pipelines, translation and information extraction.
Signals: nlp, natural-language-processing, tokenizer, named-entity-recognition, text-classification, machine-translation, sentiment-analysis, spacy
635 results
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！
超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新
🤗 ParsBERT: Transformer-based Model for Persian Language Understanding
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Implementation of State-of-the-art Text Classification Models in Pytorch
BERT for Multitask Learning
Julia Implementation of Transformer models
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Minimalist NMT for educational purposes
Neural question generation using transformers
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
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
Transformers 库快速入门教程
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
we want to create a repo to illustrate usage of transformers in chinese
An Open-Source Framework for Prompt-Learning.
Chinese version of GPT2 training code, using BERT tokenizer.
BertViz: Visualize Attention in Transformer Models
Important paper implementations for Question Answering using PyTorch
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Natural Language Processing Tutorial for Deep Learning Researchers
Web scrapping and related analytics using Python tools
Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition
24,545 repositories in the index in total.
