A comparative study of cross-lingual sentiment analysis
Pavel Přibáň and Jakub Šmíd and Josef Steinberger and Adam MišteraExpert Systems with Applications (2024)
Sentiment Analysis
Doc.Ing. Josef Steinberger, Ph.D.
Researcher
jstein@kiv.zcu.czAfter finishing a postdoc at the Joint Research Centre (JRC) of the European Commission, Josef Steinberger moved back in 2012 to continue career as a lecturer at the University of West Bohemia. His main research interest is Natural language processing. In particular: automatic text summarisation, sentiment analysis and coreference resolution. At JRC he worked on the Europe Media Monitor family of applications. Building media monitoring solutions brought other topics of interest, like news clustering and categorisation, story tracking, information extraction, event extraction, named entity recognition, quote recognition, or information visualisation. To achieve high multilinguality his aim is to limit dependency on a particular language or building multilingual resources. He has been actively involved in several national research grants and cooperates with numerous institutions (University of Essex (UK), Joint Research Centre (Italy), Fondazione Bruno Kessler (Italy), NCSR Demokritos (Greece), Sami Shamoon College of Engineering (Israel), University of Sheffield (UK)). He is serving as a program committee member in numerous NLP/AI international conferences (e.g., ACL, EACL, COLING, NAACL, ECAI, CICLing).
Publications
The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages
Jakub Piskorski and Laska Laskova and Michał Marcińczuk and Lidia Pivovarova and Pavel Přibáň and Josef Steinberger and Roman YangarberProceedings of the 7th Workshop on Balto-Slavic Natural Language Processing (2019)
Named Entity Recognition
Machine Learning Approach to Fact-checking in West Slavic Languages
Pavel Přibáň and Tomáš Hercig and Josef SteinbergerProceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2019 (2019)
UWB at SemEval-2018 Task 10: Capturing Discriminative Attributes from Word Distributions
Tomáš Brychcín and Tomáš Hercig and Josef Steinberger and Michal KonkolProceedings of The 12th International Workshop on Semantic Evaluation (2018)
Semantic Analysis
Pyramid-based Summary Evaluation Using Abstract Meaning Representation
Josef Steinberger and Peter Krejzl and Tomáš BrychcínProceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017 (2017)
Detecting Stance in Czech News Commentaries
Tomáš Hercig and Peter Krejzl and Josef Steinberger and Ladislav LencProceedings of the 17th ITAT: Slovenskočeský NLP workshop (SloNLP 2017) (2017)
Sentiment Analysis
Cross-lingual Flames Detection in News Discussions
Josef Steinberger and Tomáš Brychcín and Tomáš Hercig and Peter KrejzlProceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017 (2017)
Unsupervised Methods to Improve Aspect-Based Sentiment Analysis in Czech
Tomáš Hercig and Tomáš Brychcín and Lukáš Svoboda and Michal Konkol and Josef SteinbergerComputación y Sistemas (2016)
Sentiment Analysis
MediaGist: A Cross-lingual Analyser of Aggregated News and Commentaries
Josef SteinbergerProceedings of ACL-2016 System Demonstrations (2016)
Sentiment Analysis | Summarization | Named Entity Recognition
UWB at SemEval-2016 Task 6: Stance Detection
Peter Krejzl and Josef SteinbergerProceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) (2016)
Stance detection in online discussions
Peter Krejzl and Josef SteinbergerWIKT & DaZ 2016 (2016)
Towards Multilingual Event Extraction Evaluation: A Case Study for the Czech Language
Josef Steinberger and Hristo TanevProceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2015 (2015)
Supervised sentiment analysis in Czech social media
Ivan Habernal and Tomáš Hercig and Josef SteinbergerInformation Processing & Management (2014)
Sentiment Analysis
UWB: Machine Learning Approach to Aspect-Based Sentiment Analysis
Tomáš Brychcín and Michal Konkol and Josef SteinbergerProceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014) (2014)
Semantic Analysis | Sentiment Analysis | Named Entity Recognition
Aspects of Multilingual News Summarisation
Josef SteinbergerAlessandro Fiori (ed.): Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding, Advances in Data Mining and Database Management series (2014)
Summarization
Aspect-Level Sentiment Analysis in Czech
Josef Steinberger and Tomáš Brychcín and Michal KonkolProceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (2014)
Sentiment Analysis
Multilingual Statistical News Summarization
Josef SteinbergerMultilingual Information Extraction and Summarization (2013)
Summarization
Sentiment analysis in czech social media using supervised machine learning
Ivan Habernal and Tomáš Hercig and Josef SteinbergerProceedings of the 4th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (2013)
Sentiment Analysis
Challenges and solutions in the opinion summarization of user-generated content
Josef SteinbergerJournal of Intelligent Information Systems (2012)
Sentiment Analysis | Summarization
Relevance Ranking for Translated Texts
Josef SteinbergerProceedings of 16th Annual Conference of the European Association for Machine Translation (2012)
Creating sentiment dictionaries via triangulation
Josef SteinbergerDecision Support Systems (2012)
Multilingual Entity-Centered Sentiment Analysis Evaluated by Parallel Corpora
Josef SteinbergerProceedings of the 8th International Conference Recent Advances in Natural Language Processing (2011)
Highly Multilingual Coreference Resolution Exploiting a Mature Entity Repository
Josef SteinbergerProceedings of the 8th International Conference Recent Advances in Natural Language Processing (2011)
Aspect-Driven News Summarization
Josef Steinberger and Hristo TanevInternational Journal of Computational Linguistics and Applications (2011)
JRC’s Participation in the Guided Summarization Task at TAC 2010
Josef Steinberger and Hristo TanevProceedings of the Text Analysis Conference (TAC) 2010 (2011)
Wrapping up a Summary: from Representation to Generation
Josef SteinbergerProceedings of the 48th Annual Meeting of the Association for Computational Linguistics (2010)
WB-JRC-UT’s Participation in TAC 2009: Update Summarization and AESOP Tasks
Josef SteinbergerProceedings of the Text Analysis Conference (TAC) 2009 (2010)
Exploiting Higher-level Semantic Information for the Opinion-oriented Summarization of Blogs
Josef SteinbergerInternational Journal of Computational Linguistics and Applications (2010)
NewsGist: A Multilingual Statistical News Summarizer
Josef SteinbergerMachine Learning and Knowledge Discovery in Databases (2010)
Using Parallel Corpora for Multilingual (Multi-Document) Summarisation Evaluation
Josef SteinbergerMultilingual and Multimodal Information Access Evaluation (2010)
Enhancing N-Gram-based Summary Evaluation Using Information Content and a Taxonomy
Josef SteinbergerAdvances in Information Retrieval (2010)
