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GitHub / Lizhecheng02 / Kaggle-PII_Data_Detection

Implement named entity recognition (NER) using regex and fine-tuned LLM, with a total of 15 categories. The ultimate goal is to apply the model to detect personally identifiable information (PII) in student writing.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lizhecheng02%2FKaggle-PII_Data_Detection

Stars: 1
Forks: 0
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 20.8 MB
Dependencies: pending

Created: 5 months ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago

Topics: a100, deberta-v3-large, faker, gpt-3-5-turbo, llm, mixtral-8x7b-instruct, ner, pii-detection, postprocessing, prompt-engineering, regex

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