jasoncao11/nlp-notebook
A PyTorch NLP notebook implementing common tasks including text classification, NER, summarization, and pretrained models like BERT, GPT, and ELECTRA.
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This repository provides implementations of core NLP tasks including word embeddings (Word2Vec, GloVe), various text classification models (TextCNN, FastText, TextRCNN, BERT variants), named entity recognition approaches (BERT-CRF, BERT-MRC), text summarization methods (seq2seq, Transformer, GPT), sentence similarity computation, multi-label classification, and relation extraction. All implementations use PyTorch and the Hugging Face Transformers library for pretrained models.
Frequently asked
- What is jasoncao11/nlp-notebook?
- A PyTorch NLP notebook implementing common tasks including text classification, NER, summarization, and pretrained models like BERT, GPT, and ELECTRA.
- Is nlp-notebook open source?
- Yes — jasoncao11/nlp-notebook is open source, released under the MIT license.
- What language is nlp-notebook written in?
- jasoncao11/nlp-notebook is primarily written in Python.
- How popular is nlp-notebook?
- jasoncao11/nlp-notebook has 533 stars on GitHub.
- Where can I find nlp-notebook?
- jasoncao11/nlp-notebook is on GitHub at https://github.com/jasoncao11/nlp-notebook.