Publications

Lukasz Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko (2021). Comprehensive analysis of aspect term extraction methods using various text embeddings. Computer Speech & Language.

Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko (2020). Graph-based approach to Unsupervised Aspect Hierarchies Extraction and Sentimental Summarization. in review.

Lukasz Augustyniak, Krzysztof Rajda, Tomasz Kajdanowicz, Michał Bernaczyk (2020). Political Advertising Dataset: the use case of the Polish 2020 Presidential Elections. ACL 2020, WiNLP, Proceedings of the The Fourth Widening Natural Language Processing Workshop.

Piotr Szymánski, Piotr Zelasko, Mikolaj Morzy, Adrian Szymczak, Marzena Zyla-Hoppe, Joanna Banaszczak, Lukasz Augustyniak, Jan Mizgajski, Yishay Carmiel (2020). WER we are and WER we think we are. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, EMNLP 2020, Online Event, 16-20 November 2020.

Lukasz Augustyniak, Piotr Szymánski, Mikolaj Morzy, Piotr Zelasko, Adrian Szymczak, Jan Mizgajski, Yishay Carmiel, Najim Dehak (2020). Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings?. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Roman Bartusiak, Łukasz Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko, Maciej Piasecki (2019). WordNet2Vec: Corpora agnostic word vectorization method. Neurocomputing.

P. Zelasko, M. Morzy, P. Szymański, J. Mizgajski, A. Szymczak, Ł. Augustyniak, Y. Carmiel (2019). Towards better understanding of spontaneous conversations: Overcoming automatic speech recognition errors with intent recognition. arXiv.

Jan Mizgajski, Adrian Szymczak, Robert Glowski, Piotr Szymánski, Piotr Zelasko, Lukasz Augustyniak, Mikolaj Morzy, Yishay Carmiel, Jeff Hodson, Lukasz Wójciak, Daniel Smoczyk, Adam Wróbel, Bartosz Borowik, Adam Artajew, Marcin Baran, Cezary Kwiatkowski, Marzena Zyla-Hoppe (2019). Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations. Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019.

Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko (2019). Aspect Detection using Word and Char Embeddings with (Bi) LSTM and CRF. 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2019, Sardinia, Italy, June 3-5, 2019.

Łukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko (2018). Extracting Aspects Hierarchies Using Rhetorical Structure Theory. Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence.

Lukasz Augustyniak, Krzysztof Rajda, Tomasz Kajdanowicz (2017). Method for Aspect-Based Sentiment Annotation Using Rhetorical Analysis. Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Proceedings, Part I.

Lukasz Augustyniak, Piotr Szymánski, Tomasz Kajdanowicz, Wlodzimierz Tuliglowicz (2016). Comprehensive study on lexicon-based ensemble classification sentiment analysis. Entropy.

Roman Bartusiak, Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko (2015). Sentiment Analysis for Polish Using Transfer Learning Approach. Proceedings - 2nd European Network Intelligence Conference, ENIC 2015.

Andrzej Misiaszek, Przemysław Kazienko, Marcin Kulisiewicz, Łukasz Augustyniak, Włodzimierz Tuligłowicz, Adrian Popiel, Tomasz Kajdanowicz (2014). Belief propagation method for word sentiment in wordnet 3.0. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko, Marcin Kulisiewicz, Wlodzimierz Tuliglowicz (2014). An approach to sentiment analysis of movie reviews: Lexicon based vs. classification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).