Abstract
Recognizing lexical inferences between pairs of terms is a common task in NLP applications, which should typically be performed within a given context. Such context-sensitive inferences have to consider both term meaning in context as well as the fine-grained relation holding between the terms. Hence, to develop suitable lexical inference methods, we need datasets that are annotated with fine-grained semantic relations in-context. Since existing datasets either provide outof- context annotations or refer to coarsegrained relations, we propose a methodology for adding context-sensitive annotations. We demonstrate our methodology by applying it to phrase pairs from PPDB 2.0, creating a novel dataset of finegrained lexical inferences in-context and showing its utility in developing contextsensitive methods.
Original language | English |
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Title of host publication | *SEM 2016 - 5th Joint Conference on Lexical and Computational Semantics, Proceedings |
Publisher | Association for Computational Linguistics (ACL) |
Pages | 108-113 |
Number of pages | 6 |
ISBN (Electronic) | 9781941643921 |
DOIs | |
State | Published - 2016 |
Event | 5th Joint Conference on Lexical and Computational Semantics, *SEM 2016 - Berlin, Germany Duration: 11 Aug 2016 → 12 Aug 2016 |
Publication series
Name | *SEM 2016 - 5th Joint Conference on Lexical and Computational Semantics, Proceedings |
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Conference
Conference | 5th Joint Conference on Lexical and Computational Semantics, *SEM 2016 |
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Country/Territory | Germany |
City | Berlin |
Period | 11/08/16 → 12/08/16 |
Bibliographical note
Funding Information:This work was partially supported by an Intel ICRI-CI grant, the Israel Science Foundation grant 880/12, and the German Research Foundation through the German-Israeli Project Cooperation (DIP, grant DA 1600/1-1).
Funding
This work was partially supported by an Intel ICRI-CI grant, the Israel Science Foundation grant 880/12, and the German Research Foundation through the German-Israeli Project Cooperation (DIP, grant DA 1600/1-1).
Funders | Funder number |
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DIP | DA 1600/1-1 |
German-Israeli Project Cooperation | |
Intel ICRI-CI | |
Deutsche Forschungsgemeinschaft | |
Israel Science Foundation | 880/12 |