Semantic Analysis

Semantic analysis serves as the essential part of our research. We develope algorithms trying to discover hidden relationships between words and text spans according to words distribution in the corpora. Until now, we have successfully used this research in many areas (e.g. to improve the Language modeling, Named entity recognition, Sentiment analysis, Document classification, etc.).

Publications

Data Harvesting and Event Detection from Czech Twitter
Václav Rajtmajer Pavel Král
Agents and Artificial Intelligence (2018)
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Semantic Analysis
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
Czech Dataset for Semantic Similarity and Relatedness
Miloslav Konopík and Ondřej Pražák and David Steinberger
Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017 (2017)
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Semantic Analysis
Cross-Lingual SRL Based upon Universal Dependencies
Ondřej Pražák and Miloslav Konopík
Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017 (2017)
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Semantic Analysis
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
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
Semantic Features for Dialogue Act Recognition
Pavel Král and Ladislav Lenc and Christophe Cerisara
3rd International Conference on Statistical Language and Speech Processing (SLSP 2015) (2015)
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Semantic Analysis | Language Modeling
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
Semantic analysis of software specifications with Linked Data
Michal Nykl
Journal of Theoretical and Applied Information Technology (2014)
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Semantic Analysis
Linked Data and PageRank based classification
Michal Nykl
IADIS International Conference Theory and Practice in Modern Computing 2013 (part of MCCSIS 2013) (2013)
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Semantic Analysis | Document Classification
Cluster labeling with Linked Data
Michal Nykl
Journal of Theoretical and Applied Information Technology (2013)
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Semantic Analysis
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