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

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http://hdl.handle.net/10138/313236

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Yli-Jyrä , A 2019 , ' Height-Deterministic Target Languages and the Encoder-Decoder Parsing Model (poster on a working paper) ' .

Title: Height-Deterministic Target Languages and the Encoder-Decoder Parsing Model (poster on a working paper)
Author: Yli-Jyrä, Anssi
Contributor: Helsingin yliopisto, Kieliteknologia
Date: 2019-07-12
Language: fin
Number of pages: 1
URI: http://hdl.handle.net/10138/313236
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.
Subject: 6121 Kielitieteet
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