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Czech Aspect-Based Sentiment Analysis: A New Dataset and Preliminary Results

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F15%3A10318176" target="_blank" >RIV/00216208:11320/15:10318176 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Czech Aspect-Based Sentiment Analysis: A New Dataset and Preliminary Results

  • Original language description

    This work focuses on aspect-based sentiment analysis, a relatively recent task in natural language processing. We present a new dataset for Czech aspect-based sentiment analysis which consists of segments from user reviews of IT products. We also describe our work in progress on the task of aspect term extraction. We believe that this area can be of interest to other workshop participants and that this paper can inspire a fruitful discussion on the topic with researchers from related fields.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA15-06894S" target="_blank" >GA15-06894S: On linguistic structure of evaluative meaning in Czech</a><br>

  • Continuities

    S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2015

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the 15th conference ITAT 2015: Slovenskočeský NLP workshop (SloNLP 2015)

  • ISBN

    978-1-5151-2065-0

  • ISSN

    1613-0073

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    95-99

  • Publisher name

    CreateSpace Independent Publishing Platform

  • Place of publication

    Praha, Czechia

  • Event location

    Smižany, Slovakia

  • Event date

    Sep 20, 2015

  • Type of event by nationality

    CST - Celostátní akce

  • UT code for WoS article