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Hits 1 – 3 of 3
1
Joint reranking of parsing and word recognition with automatic segmentation
Ostendorf, Mari
;
Kahn, Jeremy G.
In:
Computer speech and language. - Amsterdam [u.a.] : Elsevier
26 (2012) 1, 1-19
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OLC Linguistik
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2
Expected dependency pair match: predicting translation quality with expected syntactic structure
Ostendorf, Mari
;
Kahn, Jeremy G.
;
Snover, Matthew G.
In:
Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media
23 (2010) 2-3, 169-179
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OLC Linguistik
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3
Parsing Conversational Speech Using Enhanced Segmentation
Kahn, Jeremy G.
;
Ostendorf, Mari
;
Chelba, Ciprian
In: DTIC (2004)
Abstract:
The lack of sentence boundaries and presence of disfluencies pose difficulties for parsing conversational speech. This work investigates the effects of automatically detecting these phenomena on a probabilistic parser's performance. We demonstrate that a state-of-the-art segmenter, relative to a pause-based segmenter, gives more than 45% of the possible error reduction in parser performance, and that presentation of interruption points to the parser improves performance over using sentence boundaries alone. Parsing speech can be useful for a number of tasks, including information extraction and question answering from audio transcripts. However, parsing conversational speech presents a different set of challenges than parsing text: sentence boundaries are not well-defined, punctuation is absent, and disfluencies (edits and restarts) impact the structure of language.
Keyword:
*INFORMATION RETRIEVAL
;
*PARSERS
;
*SPEECH
;
BOUNDARIES
;
ERRORS
;
EXTRACTION
;
LANGUAGE
;
Linguistics
;
PROBABILITY
;
RECORDS
;
REDUCTION
;
SOUND
;
WORDS(LANGUAGE)
URL:
http://www.dtic.mil/docs/citations/ADA457886
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA457886
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