Ing. Tomáš Brychcín, Ph.D.

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Researcher

brychcin@kiv.zcu.cz

Tomáš Brychcín finished his Ph.D. in computer science at the University of West Bohemia in 2015. Now he works as researcher at the New Technologies for the Information Society (NTIS) Research Centre at the same university. His research is oriented in natural language processing with special focus on distributional semantics, language modeling and sentiment analysis. He is also interested in NPC problems, cryptography and automatic speech recognition. He is co-founder of startup SentiSquare analyzing user generated data.

Publications

UWB at SemEval-2018 Task 10: Capturing Discriminative Attributes from Word Distributions
Tomáš Brychcín and Tomáš Hercig Josef Steinberger and Michal Konkol
Proceedings of The 12th International Workshop on Semantic Evaluation (2018)
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Semantic Analysis
Geographical Evaluation of Word Embeddings
Michal Konkol Tomáš Brychcín and Michal Nykl Tomáš Hercig
Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers) (2017)
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Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín and Pavel Král
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers (2017)
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Semantic Analysis | Dialogue Act Recognition
Pyramid-based Summary Evaluation Using Abstract Meaning Representation
Josef Steinberger and Peter Krejzl Tomáš Brychcín
Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017 (2017)
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Cross-lingual Flames Detection in News Discussions
Josef Steinberger and Tomáš Brychcín and Tomáš Hercig Peter Krejzl
Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017 (2017)
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UWB at SemEval-2016 Task 1: Semantic Textual Similarity using Lexical, Syntactic, and Semantic Information
Tomáš Brychcín and Lukáš Svoboda
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) (2016)
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UWB at SemEval-2016 Task 2: Interpretable Semantic Textual Similarity with Distributional Semantics for Chunks
Miloslav Konopík and Tomáš Brychcín and Ondřej Pražák and David Steinberger
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) (2016)
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UWB at SemEval-2016 Task 5: Aspect Based Sentiment Analysis
Tomáš Hercig Tomáš Brychcín and Lukáš Svoboda Michal Konkol
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) (2016)
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Sentiment Analysis
Latent Tree Language Model
Tomáš Brychcín
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (2016)
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Semantic Analysis | Language Modeling
Aspect-Level Sentiment Analysis in Czech
Josef Steinberger and Tomáš Brychcín and Michal Konkol
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (2014)
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Sentiment Analysis
UWB: Machine Learning Approach to Aspect-Based Sentiment Analysis
Tomáš Brychcín and Michal Konkol Josef Steinberger
Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014) (2014)
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Semantic Analysis | Sentiment Analysis | Named Entity Recognition
Unsupervised Improving of Sentiment Analysis Using Global Target Context
Tomáš Brychcín and Ivan Habernal
Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2013 (2013)
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Sentiment Analysis
Morphological Based Language Models for Inflectional Languages
Tomáš Brychcín and Miloslav Konopík
Proceedings of IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems (2011)
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Language Modeling
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