Łukasz Augustyniak
Łukasz Augustyniak
Wroclaw University of Science and Technology
Dirección de correo verificada de pwr.edu.pl
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Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods
L Augustyniak, T Kajdanowicz, P Szymański, W Tuligłowicz, P Kazienko, ...
2014 IEEE/ACM International Conference on Advances in Social Networks …, 2014
312014
Comprehensive study on lexicon-based ensemble classification sentiment analysis
Ł Augustyniak, P Szymański, T Kajdanowicz, W Tuligłowicz
Entropy 18 (1), 4, 2016
272016
An approach to sentiment analysis of movie reviews: Lexicon based vs. classification
L Augustyniak, T Kajdanowicz, P Kazienko, M Kulisiewicz, W Tuliglowicz
International Conference on Hybrid Artificial Intelligence Systems, 168-178, 2014
162014
WordNet2Vec: Corpora agnostic word vectorization method
R Bartusiak, Ł Augustyniak, T Kajdanowicz, P Kazienko, M Piasecki
Neurocomputing 326, 141-150, 2019
112019
Sentiment analysis for polish using transfer learning approach
R Bartusiak, L Augustyniak, T Kajdanowicz, P Kazienko
2015 Second European Network Intelligence Conference, 53-59, 2015
42015
Method for aspect-based sentiment annotation using rhetorical analysis
Ł Augustyniak, K Rajda, T Kajdanowicz
Asian Conference on Intelligent Information and Database Systems, 772-781, 2017
32017
Comprehensive analysis of aspect term extraction methods using various text embeddings
L Augustyniak, T Kajdanowicz, P Kazienko
Computer Speech & Language, 101217, 2021
22021
Aspect detection using word and char embeddings with (Bi) LSTM and CRF
Ł Augustyniak, T Kajdanowicz, P Kazienko
2019 IEEE Second International Conference on Artificial Intelligence and …, 2019
22019
Extracting aspects hierarchies using rhetorical structure theory
Ł Augustyniak, T Kajdanowicz, P Kazienko
Proceedings of the 2018 International Conference on Algorithms, Computing …, 2018
22018
Fast and accurate-improving lexicon-based sentiment classification with an Ensemble Methods
Ł Augustyniak, P Szymański, T Kajdanowicz, P Kazienko
Asian Conference on Intelligent Information and Database Systems, 108-116, 2016
22016
Punctuation prediction in spontaneous conversations: Can we mitigate asr errors with retrofitted word embeddings?
Ł Augustyniak, P Szymanski, M Morzy, P Zelasko, A Szymczak, ...
arXiv preprint arXiv:2004.05985, 2020
12020
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations
J Mizgajski, A Szymczak, R Głowski, P Szymański, P Żelasko, ...
arXiv preprint arXiv:1909.02851, 2019
12019
WER we are and WER we think we are
P Szymański, P Żelasko, M Morzy, A Szymczak, M Żyła-Hoppe, ...
arXiv preprint arXiv:2010.03432, 2020
2020
Political Advertising Dataset: the use case of the Polish 2020 Presidential Elections
Ł Augustyniak, K Rajda, T Kajdanowicz, M Bernaczyk
arXiv preprint arXiv:2006.10207, 2020
2020
Return on Investment in Machine Learning: Crossing the Chasm between Academia and Business
J Mizgajski, A Szymczak, M Morzy, Ł Augustyniak, P Szymański, ...
Foundations of Computing and Decision Sciences 45 (4), 281--304, 2020
2020
Towards Better Understanding of Spontaneous Conversations: Overcoming Automatic Speech Recognition Errors With Intent Recognition
P Żelasko, J Mizgajski, M Morzy, A Szymczak, P Szymański, ...
arXiv preprint arXiv:1908.07888, 2019
2019
Belief Propagation Method for Word Sentiment in WordNet 3.0
A Misiaszek, P Kazienko, M Kulisiewicz, Ł Augustyniak, W Tuligłowicz, ...
Asian Conference on Intelligent Information and Database Systems, 263-272, 2014
2014
ENIC 2014
T Wieckowski, R Alhajj, H Johnson, P Kazienko, IY Kompatsiaris, ...
SNAA 2014 organizing committee
F Gao, R Michalski, S Saganowski, W Tuliglowicz, L Augustyniak, ...
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Artículos 1–19