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2020 – today
- 2024
[c54]Pierpaolo Basile, Marco de Gemmis, Elio Musacchio, Marco Polignano, Giovanni Semeraro, Lucia Siciliani, Vincenzo Tamburrano, Vita Santa Barletta, Danilo Caivano, Fabiana Battista, Antonietta Curci, Rosa Scardigno, Gabriella Calvano, Patrizia Sorianello:
Explaining Intimate Partner Violence with LLaMAntino. Ital-IA 2024: 29-34- [c53]Johannes Kruse
, Kasper Lindskow, Saikishore Kalloori, Marco Polignano, Claudio Pomo, Abhishek Srivastava, Anshuk Uppal, Michael Riis Andersen, Jes Frellsen:
EB-NeRD a large-scale dataset for news recommendation. RecSys Challenge 2024: 1-11 - [c52]Pasquale Lops, Antonio Silletti, Marco Polignano, Cataldo Musto, Giovanni Semeraro:
Reproducibility of LLM-based Recommender Systems: the Case Study of P5 Paradigm. RecSys 2024: 116-125 - [c51]Johannes Kruse, Kasper Lindskow, Saikishore Kalloori, Marco Polignano, Claudio Pomo, Abhishek Srivastava, Anshuk Uppal, Michael Riis Andersen, Jes Frellsen:
RecSys Challenge 2024: Balancing Accuracy and Editorial Values in News Recommendations. RecSys 2024: 1195-1199 - [c50]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'24). RecSys 2024: 1253-1257 - [c49]Gaetano Dibenedetto, Marco Polignano, Pasquale Lops, Giovanni Semeraro:
Human Pose Estimation for Explainable Corrective Feedbacks in Office Spaces. UMAP (Adjunct Publication) 2024 - [c48]Marco Polignano, Cataldo Musto, Amra Delic, Oana Inel, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler:
ExUM 2024 - 6th Workshop on Explainable User Modeling and Personalised Systems. UMAP (Adjunct Publication) 2024 - [d2]Gaetano Dibenedetto, Marco Polignano, Pasquale Lops, Giovanni Semeraro:
Human Pose Estimation for Explainable Corrective Feedbacks in Office Spaces. Zenodo, 2024
- [i5]Marco Polignano, Pierpaolo Basile, Giovanni Semeraro:
Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA. CoRR abs/2405.07101 (2024) - [i4]Johannes Kruse, Kasper Lindskow, Saikishore Kalloori, Marco Polignano, Claudio Pomo, Abhishek Srivastava, Anshuk Uppal, Michael Riis Andersen, Jes Frellsen:
RecSys Challenge 2024: Balancing Accuracy and Editorial Values in News Recommendations. CoRR abs/2409.20483 (2024) - [i3]Johannes Kruse, Kasper Lindskow, Saikishore Kalloori, Marco Polignano, Claudio Pomo, Abhishek Srivastava, Anshuk Uppal, Michael Riis Andersen, Jes Frellsen:
EB-NeRD: A Large-Scale Dataset for News Recommendation. CoRR abs/2410.03432 (2024) - 2023
- [j11]Debora Nozza, Lucia C. Passaro, Marco Polignano:
Special Issue NL4AI 2022: Workshop on natural language for artificial intelligence. Intelligenza Artificiale 17(2): 159-161 (2023) - [j10]Marco Polignano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
HELENA: An intelligent digital assistant based on a Lifelong Health User Model. Inf. Process. Manag. 60(1): 103124 (2023) - [j9]Pasquale Lops, Marco Polignano, Cataldo Musto, Antonio Silletti, Giovanni Semeraro:
ClayRS: An end-to-end framework for reproducible knowledge-aware recommender systems. Inf. Syst. 119: 102273 (2023) - [j8]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Report on the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) at ACM RecSys 2023. SIGIR Forum 57(2): 17:1-17:6 (2023) - [c47]Pierpaolo Basile, Pierluigi Cassotti, Marco Polignano, Lucia Siciliani, Giovanni Semeraro:
On the Impact of Language Adaptation for Large Language Models: A Case Study for the Italian Language Using Only Open Resources. CLiC-it 2023 - [c46]Pierluigi Amodio, Lucia Siciliani, Linda Antonella Antonucci, Cristiano Tamborrino, Pierpaolo Basile, Paolo Taurisano, Marco de Gemmis, Felice Iavernaro, Pasquale Lops, Francesca Mazzia, Cataldo Musto, Marco Polignano, Giovanni Semeraro:
Human Understanding Capabilities of Symbiotic AI systems in FAIR (Future Artificial Intelligence Research). Ital-IA 2023: 341-346 - [c45]Pasquale Lops, Elio Musacchio, Cataldo Musto, Marco Polignano, Antonio Silletti, Giovanni Semeraro:
Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures. RecSys 2023: 554-564 - [c44]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'23). RecSys 2023: 1255-1258 - [c43]Giuseppe Spillo, Cataldo Musto, Marco Polignano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations. UMAP 2023: 1-12 - [c42]Cataldo Musto, Amra Delic, Oana Inel, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler:
5th Workshop on Explainable User Models and Personalised Systems (ExUM). UMAP (Adjunct Publication) 2023: 196-198 - [c41]Pasquale Lops, Cataldo Musto, Marco Polignano:
Accountable Knowledge-aware Recommender Systems. UMAP 2023: 306-308 - [e5]Mirko Lai, Stefano Menini, Marco Polignano, Valentina Russo, Rachele Sprugnoli, Giulia Venturi:
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Parma, Italy, September 7th-8th, 2023. CEUR Workshop Proceedings 3473, CEUR-WS.org 2023 [contents] - [e4]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), Hybrid Event, Singapore, September 18, 2023. CEUR Workshop Proceedings 3534, CEUR-WS.org 2023 [contents] - [e3]Elisa Bassignana, Dominique Brunato, Marco Polignano, Alan Ramponi:
Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), Rome, Italy, November 6th-7th, 2023. CEUR Workshop Proceedings 3551, CEUR-WS.org 2023 [contents] - [i2]Pierpaolo Basile, Elio Musacchio, Marco Polignano, Lucia Siciliani, Giuseppe Fiameni, Giovanni Semeraro:
LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language. CoRR abs/2312.09993 (2023) - 2022
- [j7]Marco Polignano, Giovanni Semeraro:
Special Issue on Information Retrieval, Recommender Systems and Adaptive Systems. Inf. 13(10): 457 (2022) - [j6]Marco Polignano, Valerio Basile, Pierpaolo Basile, Giuliano Gabrieli, Marco Vassallo, Cristina Bosco:
A hybrid lexicon-based and neural approach for explainable polarity detection. Inf. Process. Manag. 59(5): 103058 (2022) - [c40]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22). RecSys 2022: 667-670 - [c39]Cataldo Musto, Amra Delic, Oana Inel, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler:
Workshop on Explainable User Models and Personalised Systems (ExUM). UMAP (Adjunct Publication) 2022: 160-162 - [c38]Marco Polignano, Giuseppe Colavito, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro:
Lexicon Enriched Hybrid Hate Speech Detection with Human-Centered Explanations. UMAP (Adjunct Publication) 2022: 184-191 - [c37]Pasquale Lops, Cataldo Musto, Marco Polignano:
Semantics-aware Content Representations for Reproducible Recommender Systems (SCoRe). UMAP 2022: 354-356 - [e2]Debora Nozza, Lucia C. Passaro, Marco Polignano:
Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), Udine, November 30th, 2022. CEUR Workshop Proceedings 3287, CEUR-WS.org 2022 [contents] - [e1]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 9th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Hybrid Event, Seattle, US, September 22, 2022. CEUR Workshop Proceedings 3222, CEUR-WS.org 2022 [contents] - 2021
- [j5]Marco Polignano, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro:
Towards Emotion-aware Recommender Systems: an Affective Coherence Model based on Emotion-driven Behaviors. Expert Syst. Appl. 170: 114382 (2021) - [j4]Vasilis Kopsachilis, Lucia Siciliani, Marco Polignano, Polichronis Kolokoussis, Michail Vaitis, Marco de Gemmis, Konstantinos N. Topouzelis:
Semantically-Aware Retrieval of Oceanographic Phenomena Annotated on Satellite Images. Inf. 12(8): 321 (2021) - [j3]Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
MyrrorBot: A Digital Assistant Based on Holistic User Models for Personalized Access to Online Services. ACM Trans. Inf. Syst. 39(4): 46:1-46:34 (2021) - [c36]Marco Polignano, Marco de Gemmis, Giovanni Semeraro:
Comparing Transformer-based NER approaches for analysing textual medical diagnoses. CLEF (Working Notes) 2021: 818-833 - [c35]Marco Polignano, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Together is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations. RecSys 2021: 187-198 - [c34]Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler:
Workshop on Explainable User Models and Personalized Systems (ExUM 2021). UMAP (Adjunct Publication) 2021: 211-212 - [d1]Vincenzo Bonnici, Giovanni Cicceri, Salvatore Distefano, Letterio Galletta, Marco Polignano, Carlo Scaffidi:
Italian IT Initiatives against COVID-19 (Dataset). Zenodo, 2021 - 2020
- [j2]Marco Polignano, Fedelucio Narducci, Andrea Iovine, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro:
HealthAssistantBot: A Personal Health Assistant for the Italian Language. IEEE Access 8: 107479-107497 (2020) - [j1]Cataldo Musto, Marco Polignano, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Myrror: a platform for holistic user modeling. User Model. User Adapt. Interact. 30(3): 477-511 (2020) - [c33]Marco Polignano, Vincenzo Suriano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
A study of Machine Learning models for Clinical Coding of Medical Reports at CodiEsp 2020. CLEF (Working Notes) 2020 - [c32]Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Deep Learning Model for the Analysis of Medical Reports in ICD-10 Clinical Coding Task. CLiC-it 2020 - [c31]Marco Giuseppe de Pinto, Marco Polignano, Pasquale Lops, Giovanni Semeraro:
Emotions Understanding Model from Spoken Language using Deep Neural Networks and Mel-Frequency Cepstral Coefficients. EAIS 2020: 1-5 - [c30]Lorenzo De Mattei, Graziella De Martino, Andrea Iovine, Alessio Miaschi, Marco Polignano, Giulia Rambelli:
ATE_ABSITA @ EVALITA2020: Overview of the Aspect Term Extraction and Aspect-based Sentiment Analysis Task. EVALITA 2020 - [c29]Dario Esposito, Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Davide Primiceri, Stefano Lisi, Mauro Casaburi, Giorgio Basile, Matteo Mennitti, Valentina Carella, Vito Manzari:
DECiSION: Data-drivEn Customer Service InnovatiON. ICCSA (4) 2020: 94-103 - [c28]Marco Polignano, Marco de Gemmis, Giovanni Semeraro:
Contextualized BERT Sentence Embeddings for Author Profiling: The Cost of Performances. ICCSA (4) 2020: 135-149 - [c27]Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, Marco Polignano, Pierpaolo Basile, Giovanni Semeraro:
A Comparison of Services for Intent and Entity Recognition for Conversational Recommender Systems. IntRS@RecSys 2020: 37-47 - [c26]Pierluigi Cassotti, Annalina Caputo, Marco Polignano, Pierpaolo Basile:
GM-CTSC at SemEval-2020 Task 1: Gaussian Mixtures Cross Temporal Similarity Clustering. SemEval@COLING 2020: 74-80 - [c25]Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler:
UMAP 2020 Workshop on Explainable User Models and Personalised Systems (ExUM) Chairs' Welcome & Organization. UMAP (Adjunct Publication) 2020: 204-205 - [c24]Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Towards Queryable User Profiles: Introducing Conversational Agents in a Platform for Holistic User Modeling. UMAP (Adjunct Publication) 2020: 213-218 - [c23]Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler:
Workshop on Explainable User Models and Personalized Systems (ExUM 2020). UMAP 2020: 406-407 - [i1]Pierluigi Cassotti, Annalina Caputo, Marco Polignano, Pierpaolo Basile:
GM-CTSC at SemEval-2020 Task 1: Gaussian Mixtures Cross Temporal Similarity Clustering. CoRR abs/2005.09946 (2020)
2010 – 2019
- 2019
- [c22]Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro:
Hate Speech Detection through AlBERTo Italian Language Understanding Model. NL4AI@AI*IA 2019 - [c21]Marco Polignano, Marco Giuseppe de Pinto, Pasquale Lops, Giovanni Semeraro:
Identification Of Bot Accounts In Twitter Using 2D CNNs On User-generated Contents. CLEF (Working Notes) 2019 - [c20]Arthur T. E. Capozzi, Mirko Lai, Valerio Basile, Cataldo Musto, Marco Polignano, Fabio Poletto, Manuela Sanguinetti, Cristina Bosco, Viviana Patti, Giancarlo Ruffo, Giovanni Semeraro, Marco Stranisci:
Computational Linguistics Against Hate: Hate Speech Detection and Visualization on Social Media in the "Contro L'Odio" Project. CLiC-it 2019 - [c19]Cataldo Musto, Angelo Sansonetti, Marco Polignano, Giovanni Semeraro, Marco Stranisci:
HateChecker: a Tool to Automatically Detect Hater Users in Online Social Networks. CLiC-it 2019 - [c18]Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro, Valerio Basile:
AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets. CLiC-it 2019 - [c17]Marco Polignano, Marco de Gemmis, Giovanni Semeraro:
SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks. SemEval@NAACL-HLT 2019: 324-329 - [c16]Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro:
A Comparison of Word-Embeddings in Emotion Detection from Text using BiLSTM, CNN and Self-Attention. UMAP (Adjunct Publication) 2019: 63-68 - [c15]Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro:
Social Tags and Emotions as main Features for the Next Song To Play in Automatic Playlist Continuation. UMAP (Adjunct Publication) 2019: 235-239 - 2018
- [b1]Marco Polignano:
An Affect-Aware Computational Model for supporting decision-making through Recommender Systems. University of Bari, Italy, 2018 - [c14]Pierpaolo Basile, Valerio Basile, Danilo Croce, Marco Polignano:
Overview of the EVALITA 2018 Aspect-based Sentiment Analysis Task (ABSITA). EVALITA@CLiC-it 2018 - [c13]Marco Polignano, Pierpaolo Basile:
HanSEL: Italian Hate Speech Detection Through Ensemble Learning and Deep Neural Networks. EVALITA@CLiC-it 2018 - [c12]Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro:
An Emotion-driven Approach for Aspect-based Opinion Mining. IIR 2018 - [p1]Pasquale Lops, Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Marco Polignano, Giovanni Semeraro:
Recommendations Biases and Beyond-Accuracy Objectives in Collaborative Filtering. Collaborative Recommendations 2018: 329-368 - [r1]Marco de Gemmis, Pasquale Lops, Marco Polignano:
Recommender Systems, Basics of. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - 2017
- [c11]Marco Polignano, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro:
Do You Feel Blue? Detection of Negative Feeling from Social Media. AI*IA 2017: 321-333 - [c10]Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Recommending Doctors and Health Facilities in the HealthNet Social Network. SoMePeAS@ECIR 2017: 1-7 - [c9]Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco de Gemmis, Giovanni Semeraro:
Empathic Inclination from Digital Footprints. IIR 2017: 24-27 - [c8]Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco de Gemmis, Giovanni Semeraro:
Learning Inclination to Empathy from Social Media Footprints. UMAP 2017: 383-384 - [c7]Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco de Gemmis, Giovanni Semeraro:
User's Social Media Profile as Predictor of Empathy. UMAP (Adjunct Publication) 2017: 386-390 - 2016
- [c6]Marco Polignano:
Affective Aspects as Uncertain Variables in Decisional Processes. DC@AI*IA 2016: 58-63 - 2015
- [c5]Marco Polignano, Marco de Gemmis:
Recommender Systems supporting Decision Making through Analysis of User Emotions and Personality. DC@AI*IA 2015: 43-48 - [c4]Marco Polignano:
The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. DC@CHItaly 2015: 58-66 - [c3]Marco Polignano:
A Framework for Emotion-aware Recommender Systems supporting Decision Making. FDIA 2015 - [c2]Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network. WWW (Companion Volume) 2015: 81-82 - 2014
- [c1]Cataldo Musto, Giovanni Semeraro, Marco Polignano:
A Comparison of Lexicon-based Approaches for Sentiment Analysis of Microblog Posts. DART@AI*IA 2014: 59-68
Coauthor Index
Marco Degemmis
aka: Marco de Gemmis
aka: Marco de Gemmis
[c54] [c52] [c50] [c49] [c48] [d2] [i5] [j10] [j9] [j8] [c47] [c46] [c45] [c44] [c43] [c42] [e4] [i2] [j7] [c40] [c39] [c38] [e1] [j5] [j3] [c36] [c35] [c34] [j2] [j1] [c33] [c32] [c31] [c28] [c27] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c12] [p1] [c11] [c10] [c9] [c8] [c7] [c2] [c1]
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