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Extractive Summarization of Terms of Service

SNU CS & AI 4190.678: Natural Language Processing

reference model : MemSum

ToS;DR dataset

Scrapping ToS;DR dataset from the ToS;DR website.

MemSum-LegalEmb

Improve the LSE module of MemSum by using the word embedding specialized for legal documents.

MemSum-SBERT

Improve the LSE module of MemSum by using SBERT sentence embedding.

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MemSum Improvement for ToS

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  • Jupyter Notebook 91.7%
  • Python 8.3%