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- 308 creator jonathan-clark.
- 308 creator lori-levin.
- 308 creator robert-frederking.
- 308 type InProceedings.
- 308 label "Toward Active Learning in Data Selection: Automatic Discovery of Language Features During Elicitation".
- 308 sameAs 308.
- 308 abstract "Data Selection has emerged as a common issue in language technologies. We define Data Selection as the choosing of a subset of training data that is most effective for a given task. This paper describes deductive feature detection, one component of a data selection system for machine translation. Feature detection determines whether features such as tense, number, and person are expressed in a language. The database of the The World Atlas of Language Structures provides a gold standard against which to evaluate feature detection. The discovered features can be used as input to a Navigator, which uses active learning to determine which piece of language data is the most important to acquire next.".
- 308 hasAuthorList authorList.
- 308 hasTopic Linguistics.
- 308 isPartOf proceedings.
- 308 keyword "Corpus (creation, annotation, etc.)".
- 308 keyword "Machine Translation, SpeechToSpeech Translation".
- 308 keyword "Typological databases".
- 308 title "Toward Active Learning in Data Selection: Automatic Discovery of Language Features During Elicitation".