Concreteness and imageability lexicon MEGA.HR-Crossling

Concreteness and imageability lexicon MEGA.HR-Crossling

CLARIN.SI data & tools

Authors: Ljubešić, Nikola

Item identifier: http://hdl.handle.net/11356/1187

Project URL: https://github.com/clarinsi/megahr-crossling

Referenced by: https://arxiv.org/abs/1807.02903

Date issued: 2018-05-28

Type: lexicalConceptualResource, text

Size: 7237589 entries

Language(s): Afrikaans , Albanian , Arabic , Armenian , Azerbaijani , Basque , Belarusian , Bengali , Bosnian , Bulgarian , Burmese , Catalan , Cebuano , CentralKhmer , Chinese , Croatian , Czech , Danish , Dutch , English , Esperanto , Estonian , Finnish , French , Galician , Georgian , German , Gujarati , Hebrew , Hindi , Hungarian , Icelandic , Indonesian , Italian , Japanese , Kannada , Kazakh , Kirghiz , Korean , Latin , Latvian , Lithuanian , Luxembourgish , Macedonian , Malagasy , Malay (macrolanguage) , Malayalam , Marathi , Modern Greek (1453-) , Mongolian , Nepali , Norwegian , Panjabi , Persian , Polish , Portuguese , Romanian , Russian , Serbian , Serbo-Croatian , Sinhala , Slovak , Slovenian , Spanish , Swedish , Tagalog , Tajik , Tamil , Telugu , Thai , Turkish , Ukrainian , Urdu , Uzbek , Vietnamese , Welsh , WesternFrisian

Description: The lexicon contains concreteness and imageability predictions of words in 77 languages. The resource is built via supervised machine learning, using average human responses obtained for Croatian lexemes inside the MEGAHR project (http://megahr.ffzg.unizg.hr) as the response variable, and the Facebook cross-lingual word embeddings (https://github.com/Babylonpartners/fastText_multilingual) as explanatory variables. The Spearman correlation of human responses and automatic annotations on the Croatian-English language pair is ~0.8 for concreteness and ~0.7 for imageability.

Publisher: Jožef Stefan Institute

Faculty of Humanities and Social Sciences, University of Zagreb

Subject(s): concreteness imageability multilingual

Collection(s): CLARIN.SI data & tools

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Name: megahr-crossling.zip
Size: 164.76 MB
Format: application/zip
Description: Lexicons in tab-separated format
MD5: 0ffe2b901465b3eb807ac302a308f6ca

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- megahr.pt4 MB
- megahr.de4 MB
- megahr.pl4 MB
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- 00README181 B
- megahr.bn5 MB
- megahr.hr4 MB
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