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Marco Polignano
Marco Polignano
Assistant Professor at University of Bari 'Aldo Moro'
Verified email at uniba.it - Homepage
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Year
Alberto: Italian BERT language understanding model for NLP challenging tasks based on tweets
M Polignano, P Basile, M De Gemmis, G Semeraro, V Basile
CEUR workshop proceedings 2481, 1-6, 2019
2742019
A Comparison of Lexicon-based Approaches for Sentiment Analysis of Microblog Posts.
C Musto, G Semeraro, M Polignano
DART@ AI* IA, 59-68, 2014
1722014
Time of your hate: The challenge of time in hate speech detection on social media
K Florio, V Basile, M Polignano, P Basile, V Patti
Applied Sciences 10 (12), 4180, 2020
852020
A comparison of word-embeddings in emotion detection from text using bilstm, cnn and self-attention
M Polignano, P Basile, M de Gemmis, G Semeraro
Adjunct publication of the 27th conference on user modeling, adaptation and …, 2019
832019
Towards emotion-aware recommender systems: an affective coherence model based on emotion-driven behaviors
M Polignano, F Narducci, M de Gemmis, G Semeraro
Expert Systems with Applications 170, 114382, 2021
642021
Emotions understanding model from spoken language using deep neural networks and mel-frequency cepstral coefficients
MG de Pinto, M Polignano, P Lops, G Semeraro
2020 IEEE conference on evolving and adaptive intelligent systems (EAIS), 1-5, 2020
632020
HealthAssistantBot: a personal health assistant for the Italian language
M Polignano, F Narducci, A Iovine, C Musto, M De Gemmis, G Semeraro
IEEE Access 8, 107479-107497, 2020
622020
Evalita 2023: Overview of the 8th evaluation campaign of natural language processing and speech tools for italian
M Lai, S Menini, M Polignano, V Russo, R Sprugnoli, G Venturi
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing …, 2023
612023
A recommender system for connecting patients to the right doctors in the healthnet social network
F Narducci, C Musto, M Polignano, M de Gemmis, P Lops, G Semeraro
Proceedings of the 24th international conference on World Wide Web, 81-82, 2015
382015
Hate Speech Detection through AlBERTo Italian Language Understanding Model.
M Polignano, P Basile, M De Gemmis, G Semeraro
NL4AI@ AI* IA, 1-13, 2019
302019
Computational linguistics against hate: Hate speech detection and visualization on social media in the “Contro L’Odio” project
TE Capozzi Arthur, L Mirko, B Valerio, P Fabio, M Sanguinetti, B Cristina, ...
CEUR Workshop Proceedings 2481, 2019
282019
Overview of the EVALITA 2018 Aspect-based Sentiment Analysis task (ABSITA)
P Basile, D Croce, V Basile, M Polignano
EVALITA Evaluation of NLP and Speech Tools for Italian, 1-10, 2018
282018
Together is better: Hybrid recommendations combining graph embeddings and contextualized word representations
M Polignano, C Musto, M de Gemmis, P Lops, G Semeraro
Proceedings of the 15th ACM conference on recommender systems, 187-198, 2021
222021
Myrror: a platform for holistic user modeling
C Musto, M Polignano, G Semeraro, M de Gemmis, P Lops
User Modeling and User-Adapted Interaction, 1-35, 2020
22*2020
AlBERTo: Modeling Italian social media language with BERT
M Polignano, V Basile, P Basile, M de Gemmis, G Semeraro
IJCoL. Italian Journal of Computational Linguistics 5 (5-2), 11-31, 2019
202019
Preface to the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI)
E Bassignana, D Brunato, M Polignano, A Ramponi
Proceedings of the Seventh Workshop on Natural Language for Artificial …, 2023
182023
Preface to the sixth workshop on natural language for artificial intelligence (nl4ai)
D Nozza, L Passaro, M Polignano
CEUR Workshop Proceedings, 2022
182022
Comparing Transformer-based NER approaches for analysing textual medical diagnoses.
M Polignano, M de Gemmis, G Semeraro
CLEF (Working Notes), 818-833, 2021
172021
Learning inclination to empathy from social media footprints
M Polignano, P Basile, G Rossiello, M De Gemmis, G Semeraro
Proceedings of the 25th conference on user modeling, adaptation and …, 2017
172017
Contextualized BERT sentence embeddings for author profiling: The cost of performances
M Polignano, M de Gemmis, G Semeraro
Computational Science and Its Applications–ICCSA 2020: 20th International …, 2020
162020
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