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researcher

R. Barzilay

3 papers hereh-index 9937.4k citations302 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL3

identity via Semantic Scholar / OpenAlex

activity
20022004
most citedCatching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization

300 citations · 404 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2004★ 300 cited

Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization

Regina Barzilay, Lillian Lee

We consider the problem of modeling the content structure of texts within a specific domain, in terms of the topics the texts address and the order in which these topics appear. We…

cs.CL2003★ 98 cited

Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment

Regina Barzilay, Lillian Lee

We address the text-to-text generation problem of sentence-level paraphrasing -- a phenomenon distinct from and more difficult than word- or phrase-level paraphrasing. Our approach…

cs.CL2002★ 6 cited

Bootstrapping Lexical Choice via Multiple-Sequence Alignment

Regina Barzilay, Lillian Lee

An important component of any generation system is the mapping dictionary, a lexicon of elementary semantic expressions and corresponding natural language realizations. Typically,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.