terrifyzhao/bert-utils
A Python utility library wrapping Google BERT for sentence embedding generation, text classification, and similarity computation.
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This repository simplifies Google BERT for common NLP tasks. It provides a BertVector class that generates sentence embeddings from pretrained Chinese BERT models without fine-tuning, and a BertSim class for fine-tuning-based text classification and similarity tasks. Users load a pretrained Chinese BERT checkpoint and call encode with text lists to obtain embeddings, or train classifiers on their own labeled datasets.
Frequently asked
- What is terrifyzhao/bert-utils?
- A Python utility library wrapping Google BERT for sentence embedding generation, text classification, and similarity computation.
- Is bert-utils open source?
- Yes — terrifyzhao/bert-utils is open source, released under the Apache-2.0 license.
- What language is bert-utils written in?
- terrifyzhao/bert-utils is primarily written in Python.
- How popular is bert-utils?
- terrifyzhao/bert-utils has 1.7k stars on GitHub.
- Where can I find bert-utils?
- terrifyzhao/bert-utils is on GitHub at https://github.com/terrifyzhao/bert-utils.