Matches in SemOpenAlex for { <https://semopenalex.org/work/W2964233404> ?p ?o ?g. }
- W2964233404 abstract "The ability to consolidate information of different types is at the core of intelligence, and has tremendous practical value in allowing learning for one task to benefit from generalizations learned for others. In this paper we tackle the challenging task of improving semantic parsing performance, taking UCCA parsing as a test case, and AMR, SDP and Universal Dependencies (UD) parsing as auxiliary tasks. We experiment on three languages, using a uniform transition-based system and learning architecture for all parsing tasks. Despite notable conceptual, formal and domain differences, we show that multitask learning significantly improves UCCA parsing in both in-domain and out-of-domain settings." @default.
- W2964233404 created "2019-07-30" @default.
- W2964233404 creator A5038467328 @default.
- W2964233404 creator A5059068945 @default.
- W2964233404 creator A5080674921 @default.
- W2964233404 date "2018-01-01" @default.
- W2964233404 modified "2023-09-25" @default.
- W2964233404 title "Multitask Parsing Across Semantic Representations" @default.
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- W2964233404 doi "https://doi.org/10.18653/v1/p18-1035" @default.
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