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ORCIDPiotr Szymanski
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2020 – today
- 2023
[c23]Piotr Szymanski, Lukasz Augustyniak, Mikolaj Morzy, Adrian Szymczak, Krzysztof Surdyk, Piotr Zelasko:
Why Aren't We NER Yet? Artifacts of ASR Errors in Named Entity Recognition in Spontaneous Speech Transcripts. ACL (1) 2023: 1746-1761- [c22]Piotr Gramacki
, Kacper Lesniara, Kamil Raczycki, Szymon Wozniak, Marcin Przymus, Piotr Szymanski:
SRAI: Towards Standardization of Geospatial AI. GeoAI@SIGSPATIAL 2023: 43-52 - [c21]Piotr Kawa, Marcin Plata, Michal Czuba, Piotr Szymanski, Piotr Syga:
Improved DeepFake Detection Using Whisper Features. INTERSPEECH 2023: 4009-4013 - [c20]Marcin Przymus, Piotr Szymanski:
Map Diffusion - Text Promptable Map Generation Diffusion Model. UrbanAI@SIGSPATIAL 2023: 32-41 - [i20]Kacper Lesniara, Piotr Szymanski:
highway2vec - representing OpenStreetMap microregions with respect to their road network characteristics. CoRR abs/2304.13865 (2023) - [i19]Piotr Kawa, Marcin Plata, Michal Czuba, Piotr Szymanski, Piotr Syga:
Improved DeepFake Detection Using Whisper Features. CoRR abs/2306.01428 (2023) - [i18]Piotr Gramacki, Kacper Lesniara, Kamil Raczycki, Szymon Wozniak, Marcin Przymus, Piotr Szymanski:
SRAI: Towards Standardization of Geospatial AI. CoRR abs/2310.13098 (2023) - 2022
- [j6]Mandi Astola, Erik Laes, Gunter Bombaerts, Bozena Ryszawska, Magdalena Rozwadowska, Piotr Szymanski, Anja Ruess, Sophie Nyborg, Meiken Hansen:
Community Heroes and Sleeping Members: Interdependency of the Tenets of Energy Justice. Sci. Eng. Ethics 28(5): 45 (2022) - [j5]Mandi Astola, Erik Laes, Gunter Bombaerts, Bozena Ryszawska, Magdalena Rozwadowska, Piotr Szymanski, Anja Ruess, Sophie Nyborg, Meiken Hansen:
Correction: Community Heroes and Sleeping Members: Interdependency of the Tenets of Energy Justice. Sci. Eng. Ethics 28(6): 53 (2022) - [c19]Kacper Lesniara, Piotr Szymanski:
highway2vec: representing OpenStreetMap microregions with respect to their road network characteristics. GeoAI@SIGSPATIAL 2022: 18-29 - [c18]Lukasz Augustyniak, Kamil Tagowski, Albert Sawczyn, Denis Janiak, Roman Bartusiak, Adrian Szymczak, Arkadiusz Janz, Piotr Szymanski, Marcin Watroba, Mikolaj Morzy, Tomasz Kajdanowicz, Maciej Piasecki:
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish. NeurIPS 2022 - [i17]Lukasz Augustyniak, Kamil Tagowski, Albert Sawczyn, Denis Janiak, Roman Bartusiak, Adrian Szymczak, Marcin Watroba, Arkadiusz Janz, Piotr Szymanski, Mikolaj Morzy, Tomasz Kajdanowicz, Maciej Piasecki:
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish. CoRR abs/2211.13112 (2022) - 2021
- [c17]Kamil Raczycki, Piotr Szymanski:
Transfer learning approach to bicycle-sharing systems' station location planning using OpenStreetMap data. ARIC@SIGSPATIAL 2021: 1-12 - [c16]Kamil Raczycki, Marcin Szymanski, Yahor Yeliseyenka, Piotr Szymanski, Tomasz Kajdanowicz:
Spatial data mining of public transport incidents reported in social media. IWCTS@SIGSPATIAL 2021: 3:1-3:8 - [c15]Piotr Gramacki, Szymon Wozniak, Piotr Szymanski:
gtfs2vec: Learning GTFS Embeddings for comparing Public Transport Offer in Microregions. GeoSearch@SIGSPATIAL 2021: 5-12 - [c14]Szymon Wozniak, Piotr Szymanski:
hex2vec: Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags. GeoAI@SIGSPATIAL 2021: 61-71 - [i16]Kamil Raczycki, Marcin Szymanski, Yahor Yeliseyenka, Piotr Szymanski, Tomasz Kajdanowicz:
Spatial Data Mining of Public Transport Incidents reported in Social Media. CoRR abs/2110.05573 (2021) - [i15]Piotr Gramacki, Szymon Wozniak, Piotr Szymanski:
gtfs2vec - Learning GTFS Embeddings for comparing Public Transport Offer in Microregions. CoRR abs/2111.00960 (2021) - [i14]Szymon Wozniak, Piotr Szymanski:
Hex2vec - Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags. CoRR abs/2111.00970 (2021) - [i13]Kamil Raczycki, Piotr Szymanski:
Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data. CoRR abs/2111.00990 (2021) - 2020
- [c13]Piotr Szymanski, Kyle Gorman:
Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing. EMNLP (1) 2020: 2203-2212 - [c12]Piotr Szymanski, Piotr Zelasko, Mikolaj Morzy, Adrian Szymczak, Marzena Zyla-Hoppe, Joanna Banaszczak, Lukasz Augustyniak, Jan Mizgajski, Yishay Carmiel:
WER we are and WER we think we are. EMNLP (Findings) 2020: 3290-3295 - [c11]Lukasz Augustyniak, Piotr Szymanski, Mikolaj Morzy, Piotr Zelasko, Adrian Szymczak, Jan Mizgajski, Yishay Carmiel, Najim Dehak:
Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? INTERSPEECH 2020: 4906-4910 - [i12]Lukasz Augustyniak, Piotr Szymanski, Mikolaj Morzy, Piotr Zelasko, Adrian Szymczak, Jan Mizgajski, Yishay Carmiel, Najim Dehak:
Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? CoRR abs/2004.05985 (2020) - [i11]Piotr Szymanski, Kyle Gorman:
Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing. CoRR abs/2010.03088 (2020) - [i10]Piotr Szymanski, Piotr Zelasko, Mikolaj Morzy, Adrian Szymczak, Marzena Zyla-Hoppe, Joanna Banaszczak, Lukasz Augustyniak, Jan Mizgajski, Yishay Carmiel:
WER we are and WER we think we are. CoRR abs/2010.03432 (2020)
2010 – 2019
- 2019
- [j4]Piotr Szymanski, Tomasz Kajdanowicz:
scikit-multilearn: A Python library for Multi-Label Classification. J. Mach. Learn. Res. 20: 6:1-6:22 (2019) - [c10]Jan Mizgajski, Adrian Szymczak, Robert Glowski, Piotr Szymanski, 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:
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations. INTERSPEECH 2019: 3659-3660 - [i9]Piotr Zelasko, Jan Mizgajski, Mikolaj Morzy, Adrian Szymczak, Piotr Szymanski, Lukasz Augustyniak, Yishay Carmiel:
Towards Better Understanding of Spontaneous Conversations: Overcoming Automatic Speech Recognition Errors With Intent Recognition. CoRR abs/1908.07888 (2019) - [i8]Jan Mizgajski, Adrian Szymczak, Robert Glowski, Piotr Szymanski, 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:
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations. CoRR abs/1909.02851 (2019) - 2018
- [j3]Piotr Szymanski, Michal Zolnieruk, Piotr Oleszczyk, Igor Gisterek, Tomasz Kajdanowicz:
Spatio-Temporal Profiling of Public Transport Delays Based on Large-Scale Vehicle Positioning Data From GPS in Wrocław. IEEE Trans. Intell. Transp. Syst. 19(11): 3652-3661 (2018) - [c9]Wieslaw Wajs, Piotr Kruczek, Piotr Szymanski, Magdalena Bukowczan, Piotr Wais, Marcin Ochab:
Newborn Arterial Blood Gas Prediction. CISP-BMEI 2018: 1-4 - [c8]Piotr Zelasko, Piotr Szymanski, Jan Mizgajski, Adrian Szymczak, Yishay Carmiel, Najim Dehak:
Punctuation Prediction Model for Conversational Speech. INTERSPEECH 2018: 2633-2637 - [c7]Wieslaw Wajs, Piotr Kruczek, Piotr Szymanski, Piotr Wais, Marcin Ochab:
Arterial Flows in Bronchopulmonary Dysplasia Prediction. ITIB 2018: 272-278 - [i7]Piotr Zelasko, Piotr Szymanski, Jan Mizgajski, Adrian Szymczak, Yishay Carmiel, Najim Dehak:
Punctuation Prediction Model for Conversational Speech. CoRR abs/1807.00543 (2018) - [i6]Piotr Szymanski, Tomasz Kajdanowicz, Nitesh V. Chawla:
LNEMLC: Label Network Embeddings for Multi-Label Classifiation. CoRR abs/1812.02956 (2018) - 2017
- [c6]Piotr Szymanski, Tomasz Kajdanowicz:
Is a Data-Driven Approach Still Better Than Random Choice with Naive Bayes Classifiers? ACIIDS (1) 2017: 792-801 - [c5]Piotr Szymanski, Tomasz Kajdanowicz:
A Network Perspective on Stratification of Multi-Label Data. LIDTA@PKDD/ECML 2017: 22-35 - [i5]Piotr Szymanski, Tomasz Kajdanowicz:
A scikit-based Python environment for performing multi-label classification. CoRR abs/1702.01460 (2017) - [i4]Piotr Szymanski, Tomasz Kajdanowicz:
Is a Data-Driven Approach still Better than Random Choice with Naive Bayes classifiers? CoRR abs/1702.04013 (2017) - [i3]Piotr Szymanski, Tomasz Kajdanowicz:
A Network Perspective on Stratification of Multi-Label Data. CoRR abs/1704.08756 (2017) - [i2]Piotr Szymanski, Michal Zolnieruk, Piotr Oleszczyk, Igor Gisterek, Tomasz Kajdanowicz:
Spatio-temporal profiling of public transport delays based on large scale vehicle positioning data from GPS in Wrocław. CoRR abs/1707.07913 (2017) - 2016
- [j2]Lukasz Augustyniak, Piotr Szymanski, Tomasz Kajdanowicz, Wlodzimierz Tuliglowicz:
Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis. Entropy 18(1): 4 (2016) - [j1]Piotr Szymanski, Tomasz Kajdanowicz, Kristian Kersting:
How Is a Data-Driven Approach Better than Random Choice in Label Space Division for Multi-Label Classification? Entropy 18(8): 282 (2016) - [c4]Lukasz Augustyniak, Piotr Szymanski, Tomasz Kajdanowicz, Przemyslaw Kazienko:
Fast and Accurate - Improving Lexicon-Based Sentiment Classification with an Ensemble Methods. ACIIDS (2) 2016: 108-116 - [i1]Piotr Szymanski, Tomasz Kajdanowicz, Kristian Kersting:
How is a data-driven approach better than random choice in label space division for multi-label classification? CoRR abs/1606.02346 (2016) - 2014
- [c3]Lukasz Augustyniak, Tomasz Kajdanowicz, Piotr Szymanski, Wlodzimierz Tuliglowicz, Przemyslaw Kazienko, Reda Alhajj, Boleslaw K. Szymanski:
Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods. ASONAM 2014: 924-929 - 2013
- [c2]Piotr Szymanski, Tomasz Kajdanowicz:
MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping. HAIS 2013: 431-440
1990 – 1999
- 1997
- [c1]Aleksander Øhrn, Staal Amund Vinterbo, Piotr Szymanski, Jan Komorowski:
Modelling cardiac patient set residuals using rough sets. AMIA 1997
Coauthor Index
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