Height-Deterministic Target Languages and the Encoder-Decoder Parsing Model (poster on a working paper)

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dc.contributor.author Yli-Jyrä, Anssi
dc.date.accessioned 2020-03-12T13:51:01Z
dc.date.available 2020-03-12T13:51:01Z
dc.date.issued 2019-07-12
dc.identifier.citation Yli-Jyrä , A 2019 , ' Height-Deterministic Target Languages and the Encoder-Decoder Parsing Model (poster on a working paper) ' .
dc.identifier.other PURE: 130869768
dc.identifier.other PURE UUID: ad75232a-bcbe-44d2-8fcb-11e9436e5f0e
dc.identifier.other ORCID: /0000-0003-0731-2114/work/70943827
dc.identifier.uri http://hdl.handle.net/10138/313236
dc.description.abstract Motivated by Google’s Grammar as a Foreign Language model (Vinyals et al., 2015) where trees are represented as linear strings, the poster aims at a generalisation for graphs. The poster outlines a framework for studying the encoder-decoder parsing model and its simplification - parsing as sequence labeling via the simultaneous analysis of the attention mechanism and the linearisation scheme. According to our hypothesis, this is achieved by relating the linearised graphs and the behaviour of the decoder to various transition systems. The outlined framework is important since the set of labeled ordered graphs contains almost all linguistically motivated structures that can be assigned to natural language or its translation relations. fi
dc.format.extent 1
dc.language.iso fin
dc.rights cc_by
dc.rights.uri info:eu-repo/semantics/restrictedAccess
dc.subject 6121 Kielitieteet
dc.title Height-Deterministic Target Languages and the Encoder-Decoder Parsing Model (poster on a working paper) fi
dc.type Posteri
dc.contributor.organization Kieliteknologia
dc.description.reviewstatus Non peer reviewed
dc.rights.accesslevel restrictedAccess
dc.type.version submittedVersion
dc.relation.funder Suomen tietokirjailijat
dc.relation.grantnumber

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