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Headline Generation for Written and Broadcast News
In: DTIC (2005)
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Hedge Trimmer: A Parse-and-Trim Approach to Headline Generation
In: DTIC (2003)
Abstract: This paper presents Hedge Trimmer a HEaDline GEneration system that creates a headline for a newspaper story using linguistically-motivated heuristics to guide the choice of a potential headline. We present feasibility tests used to establish the validity of an approach that constructs a headline by selecting words in order from a story. In addition we describe experimental results that demonstrate the effectiveness of our linguistically-motivated approach over a HMM-based model using both human evaluation and automatic metrics for comparing the two approaches. ; Sponsored in part by NSF Grant no. EIA0130422. Presented at the HLT-NAACL Workshop on Text Summarization held in Edmonton, Canada on 31 May-1 June 2003. Published in the Proceedings of the HLT-NAACL Workshop on Text Summarization, 2003.
Keyword: *HEADLINE GENERATION; *INFORMATION PROCESSING; *LINGUISTICS; *NEWS STORIES; *NEWSPAPERS; ARTICLES; AUTOMATIC; FEASIBILITY TESTING; Information Science; Linguistics; PARSE-AND-TRIM APPROACH; PARSERS; SYMPOSIA; WORDS(LANGUAGE)
URL: http://www.dtic.mil/docs/citations/ADA460929
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA460929
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