Probabilistic language modeling - PowerPoint PPT Presentation

Generating Impact-Based Summaries for Scientific Literature

Generating Impact-Based Summaries for Scientific Literature. Qiaozhu Mei, ChengXiang Zhai University of Illinois at Urbana-Champaign. Motivation. Fast growth of publications &gt;100k papers in DBLP; &gt; 10 references per paper Summarize a scientific paper Author’s view: Abstracts, introductions

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Language Modeling

Language Modeling. Introduction to N-grams. Probabilistic Language Models. Today’s goal: assign a probability to a sentence Machine Translation: P ( high winds tonite ) &gt; P ( large winds tonite ) Spell Correction The office is about fifteen minuets from my house

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300 views • 13 slides

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