Search Results for author: Youxuan Jiang

Found 4 papers, 2 papers with code

Effective Crowdsourcing for a New Type of Summarization Task

no code implementations NAACL 2018 Youxuan Jiang, Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Walter Lasecki

Most summarization research focuses on summarizing the entire given text, but in practice readers are often interested in only one aspect of the document or conversation.

Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection

no code implementations ACL 2017 Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki

Linguistically diverse datasets are critical for training and evaluating robust machine learning systems, but data collection is a costly process that often requires experts.

Paraphrase Generation

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