ruyimarone/character-eyes

🔤 👀 Seeing Language Through Character Level Taggers, BlackboxNLP 2019

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Experimental

This project helps natural language processing researchers understand how character-level models process language. It takes text data in various languages and produces insights into the internal workings and activations of character-level taggers. A computational linguist or NLP researcher would use this to analyze and visualize how these models 'see' linguistic properties.

No commits in the last 6 months.

Use this if you are an NLP researcher investigating the mechanisms of character-level language models and want to analyze their internal representations.

Not ideal if you need a pre-built tool for common NLP tasks like sentiment analysis, machine translation, or text summarization.

natural-language-processing computational-linguistics model-interpretability character-level-models linguistic-analysis
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 5 / 25
Maturity 16 / 25
Community 0 / 25

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14

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Language

Jupyter Notebook

License

GPL-3.0

Last pushed

Dec 08, 2022

Commits (30d)

0

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