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Turney was one of the first researchers that proposed a supervised machine learning technique for keyphrase extraction.

An Unsupervised Approach to Domain-Specific Term Extraction  Su Nam Kim, Timothy Baldwin
Approximate Matching for Evaluating Keyphrase Extraction  Torsten Zesch , Iryna Gurevych
Domain-specific keyword extraction  Eibe Frank, Gordon W. Paynter, Ian H. Witten, Carl Gutwin, Craig G. Nevill-Manning
Learning algorithms for keyphrase extraction  Peter Turney
Term-Specific Smoothing for the Language Modeling Approach to Information Retrieval: The Importance of a Query Term  Djoerd Hiemstra