Piotr Szymanski

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 46

Top Topics

Sentiment Classification

Recognition Errors

Naive Bayes Classifier

Public Transport

Top Venues

GeoAI@SIGSPATIAL

Sci. Eng. Ethics

Publications

Piotr Kawa, Marcin Plata, Michal Czuba, Piotr Szymanski, Piotr Syga
Improved DeepFake Detection Using Whisper Features. CoRR (2023)
Piotr Gramacki, Kacper Lesniara, Kamil Raczycki, Szymon Wozniak, Marcin Przymus, Piotr Szymanski
SRAI: Towards Standardization of Geospatial AI. GeoAI@SIGSPATIAL (2023)
Marcin Przymus, Piotr Szymanski
Map Diffusion - Text Promptable Map Generation Diffusion Model. UrbanAI@SIGSPATIAL (2023)
Piotr Kawa, Marcin Plata, Michal Czuba, Piotr Szymanski, Piotr Syga
Improved DeepFake Detection Using Whisper Features. INTERSPEECH (2023)
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)
Kacper Lesniara, Piotr Szymanski
highway2vec - representing OpenStreetMap microregions with respect to their road network characteristics. CoRR (2023)
Piotr Gramacki, Kacper Lesniara, Kamil Raczycki, Szymon Wozniak, Marcin Przymus, Piotr Szymanski
SRAI: Towards Standardization of Geospatial AI. CoRR (2023)
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)
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) (2022)
Kacper Lesniara, Piotr Szymanski
highway2vec: representing OpenStreetMap microregions with respect to their road network characteristics. GeoAI@SIGSPATIAL (2022)
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 (2022)
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) (2022)
Kamil Raczycki, Marcin Szymanski, Yahor Yeliseyenka, Piotr Szymanski, Tomasz Kajdanowicz
Spatial data mining of public transport incidents reported in social media. IWCTS@SIGSPATIAL (2021)
Szymon Wozniak, Piotr Szymanski
hex2vec: Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags. GeoAI@SIGSPATIAL (2021)
Piotr Gramacki, Szymon Wozniak, Piotr Szymanski
gtfs2vec: Learning GTFS Embeddings for comparing Public Transport Offer in Microregions. GeoSearch@SIGSPATIAL (2021)
Kamil Raczycki, Piotr Szymanski
Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data. CoRR (2021)
Piotr Gramacki, Szymon Wozniak, Piotr Szymanski
gtfs2vec - Learning GTFS Embeddings for comparing Public Transport Offer in Microregions. CoRR (2021)
Szymon Wozniak, Piotr Szymanski
Hex2vec - Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags. CoRR (2021)
Kamil Raczycki, Piotr Szymanski
Transfer learning approach to bicycle-sharing systems' station location planning using OpenStreetMap data. ARIC@SIGSPATIAL (2021)
Kamil Raczycki, Marcin Szymanski, Yahor Yeliseyenka, Piotr Szymanski, Tomasz Kajdanowicz
Spatial Data Mining of Public Transport Incidents reported in Social Media. CoRR (2021)
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 (2020)
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 (2020)
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)
Piotr Szymanski, Kyle Gorman
Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing. CoRR (2020)
Piotr Szymanski, Kyle Gorman
Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing. EMNLP (1) (2020)
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)
Piotr Szymanski, Tomasz Kajdanowicz
scikit-multilearn: A Python library for Multi-Label Classification. J. Mach. Learn. Res. 20 (2019)
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 (2019)
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)
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 (2019)
Piotr Zelasko, Piotr Szymanski, Jan Mizgajski, Adrian Szymczak, Yishay Carmiel, Najim Dehak
Punctuation Prediction Model for Conversational Speech. CoRR (2018)
Piotr Szymanski, Tomasz Kajdanowicz, Nitesh V. Chawla
LNEMLC: Label Network Embeddings for Multi-Label Classifiation. CoRR (2018)
Piotr Zelasko, Piotr Szymanski, Jan Mizgajski, Adrian Szymczak, Yishay Carmiel, Najim Dehak
Punctuation Prediction Model for Conversational Speech. INTERSPEECH (2018)
Wieslaw Wajs, Piotr Kruczek, Piotr Szymanski, Magdalena Bukowczan, Piotr Wais, Marcin Ochab
Newborn Arterial Blood Gas Prediction. CISP-BMEI (2018)
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) (2018)
Wieslaw Wajs, Piotr Kruczek, Piotr Szymanski, Piotr Wais, Marcin Ochab
Arterial Flows in Bronchopulmonary Dysplasia Prediction. ITIB (2018)
Piotr Szymanski, Tomasz Kajdanowicz
Is a Data-Driven Approach Still Better Than Random Choice with Naive Bayes Classifiers? ACIIDS (1) (2017)
Piotr Szymanski, Tomasz Kajdanowicz
A scikit-based Python environment for performing multi-label classification. CoRR (2017)
Piotr Szymanski, Tomasz Kajdanowicz
Is a Data-Driven Approach still Better than Random Choice with Naive Bayes classifiers? CoRR (2017)
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 (2017)
Piotr Szymanski, Tomasz Kajdanowicz
A Network Perspective on Stratification of Multi-Label Data. LIDTA@PKDD/ECML (2017)
Piotr Szymanski, Tomasz Kajdanowicz
A Network Perspective on Stratification of Multi-Label Data. CoRR (2017)
Lukasz Augustyniak, Piotr Szymanski, Tomasz Kajdanowicz, Wlodzimierz Tuliglowicz
Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis. Entropy 18 (1) (2016)
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) (2016)
Lukasz Augustyniak, Piotr Szymanski, Tomasz Kajdanowicz, Przemyslaw Kazienko
Fast and Accurate - Improving Lexicon-Based Sentiment Classification with an Ensemble Methods. ACIIDS (2) (2016)
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 (2016)
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)
Piotr Szymanski, Tomasz Kajdanowicz
MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping. HAIS (2013)
Aleksander Øhrn, Staal A. Vinterbo, Piotr Szymanski, Jan Komorowski
Modelling cardiac patient set residuals using rough sets. AMIA (1997)