Treebanking in the Language of Thought

Research output: Contribution to conferenceAbstractpeer-review

Abstract / Description of output

There has recently been some interest among computational linguists in the task of inducing grammar-based "semantic parsers" from sets of paired strings and meaning representations, following pioneering work by Zettlemoyer and Collins (2005). Work of this kind is currently limited by the paucity of datasets for training. The talk reviews the state of the art in this field, then proposes a way to semi-automatically generate much larger language-independent datasets, on the same order of magnitude as syntactic treebanks, using linguistic knowledge that has only recently begun to become available, for use in inducing semantic parsers for under-resourced languages for application in statistical machine translation.
Original languageEnglish
Publication statusPublished - 2012
EventThe 11th International Workshop on Treebanks and Linguistic Theories - Lisbon, Portugal
Duration: 30 Nov 20121 Dec 2012

Conference

ConferenceThe 11th International Workshop on Treebanks and Linguistic Theories
Country/TerritoryPortugal
CityLisbon
Period30/11/121/12/12

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