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Description
  • This research focuses on determining semantic compositionality of word expressions using word space models (WSMs). We discuss previous works employing WSMs and present differences in the proposed approaches which include types of WSMs, corpora, preprocessing techniques, methods for determining compositionality, and evaluation testbeds. We also present results of our own approach for determining the semantic compositionality based on comparing distributional vectors of expressions and their components. The vectors were obtained by Latent Semantic Analysis (LSA) applied to the ukWaC corpus. Our results outperform those of all the participants in the Distributional Semantics and Compositionality (DISCO) 2011 shared task.
  • This research focuses on determining semantic compositionality of word expressions using word space models (WSMs). We discuss previous works employing WSMs and present differences in the proposed approaches which include types of WSMs, corpora, preprocessing techniques, methods for determining compositionality, and evaluation testbeds. We also present results of our own approach for determining the semantic compositionality based on comparing distributional vectors of expressions and their components. The vectors were obtained by Latent Semantic Analysis (LSA) applied to the ukWaC corpus. Our results outperform those of all the participants in the Distributional Semantics and Compositionality (DISCO) 2011 shared task. (en)
Title
  • Determining Compositionality of Word Expressions Using Vord Space Models
  • Determining Compositionality of Word Expressions Using Vord Space Models (en)
skos:prefLabel
  • Determining Compositionality of Word Expressions Using Vord Space Models
  • Determining Compositionality of Word Expressions Using Vord Space Models (en)
skos:notation
  • RIV/49777513:23520/13:43919563!RIV14-MSM-23520___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GBP103/12/G084), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 68975
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/13:43919563
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • WSM; Word Space Model; MWE; idiom; multiword expression; word expression; compositionality (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [BFEFE379757E]
http://linked.open...v/mistoKonaniAkce
  • Atlanta
http://linked.open...i/riv/mistoVydani
  • Stroudsburg
http://linked.open...i/riv/nazevZdroje
  • 9th Workhop on Multivord Expressions MWE 2013
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Ježek, Karel
  • Krčmář, Lubomír
  • Pecina, Pavel
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • ACL
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  • 978-1-937284-47-3
http://localhost/t...ganizacniJednotka
  • 23520
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