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Diego Antognini
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Multi-Gradient Descent for Multi-Objective Recommender Systems
N Milojkovic, D Antognini, G Bergamin, B Faltings, C Musat
(AAAI 2020) Proceedings of the Workshop on Interactive and Conversational …, 2019
402019
HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset
D Antognini, B Faltings
(LREC 2020) Proceedings of the 12th Language Resources and Evaluation Conference, 2020
342020
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm
K Padh, D Antognini, EL Glaude, B Faltings, C Musat
(UAI 2021) Proceedings of the 37th Conference on Uncertainty in Artificial …, 2020
282020
Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization
D Antognini, B Faltings
(EMNLP 2019) Proceedings of the 2nd Workshop on New Frontiers in Summarization, 2019
272019
Rationalization through Concepts
D Antognini, B Faltings
(ACL 2021) Findings of the 59th Annual Meeting of the Association for …, 2021
262021
Interacting with Explanations through Critiquing
D Antognini, C Musat, B Faltings
(IJCAI 2021) Proceedings of the 30th International Joint Conferences on …, 2020
23*2020
Fast Multi-Step Critiquing for VAE-based Recommender Systems
D Antognini, B Faltings
(RecSys 2021) Fifthteenth ACM Conference on Recommender Systems Proceedings, 2021
202021
Multi-Dimensional Explanation of Target Variables from Documents
D Antognini, C Musat, B Faltings
(AAAI 2021) Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021
15*2021
GameWikiSum: a Novel Large Multi-Document Summarization Dataset
D Antognini, B Faltings
(LREC 2020) Proceedings of the 12th Language Resources and Evaluation Conference, 2020
152020
pNLP-Mixer: an Efficient all-MLP Architecture for Language
F Fusco, D Pascual, P Staar, D Antognini
(ACL 2023) Proceedings of the 61th Annual Meeting of the Association for …, 2023
112023
Multi-Step Critiquing User Interface for Recommender Systems
D Petrescu, D Antognini, B Faltings
(RecSys 2021) Fifthteenth ACM Conference on Recommender Systems Proceedings, 2021
92021
Dataset construction via attention for aspect term extraction with distant supervision
A Giannakopoulos, D Antognini, C Musat, A Hossmann, M Baeriswyl
(ICDMW 2017) IEEE International Conference on Data Mining Workshops, 373-380, 2017
82017
Modeling Online Behavior in Recommender Systems: The Importance of Temporal Context
M Filipovic, B Mitrevski, D Antognini, EL Glaude, B Faltings, C Musat
(RecSys 2021) Workshop on Multi-Objective Recommender Systems, 2021
72021
Assistive Recipe Editing through Critiquing
D Antognini, S Li, B Faltings, J McAuley
(EACL 2023) Proceedings of the 17th Conference of the European Chapter of …, 2023
42023
Momentum-based Gradient Methods in Multi-Objective Recommendation
B Mitrevski, M Filipovic, D Antognini, EL Glaude, B Faltings, C Musat
(RecSys 2021) Workshop on Perspectives on the Evaluation of Recommender Systems, 2021
4*2021
Unsupervised Term Extraction for Highly Technical Domains
F Fusco, P Staar, D Antognini
(EMNLP 2022) Proceedings of the 2022 Conference on Empirical Methods in …, 2022
32022
Active Learning for Imbalanced Civil Infrastructure Data
T Frick, D Antognini, M Rigotti, I Giurgiu, B Grewe, C Malossi
(ECCV 2022) Proceedings of the Workshop on Computer Vision for Civil and …, 2022
12022
Recommending Burgers based on Pizza Preferences: Addressing Data Sparsity with a Product of Experts
M Milenkoski, D Antognini, C Musat
(RecSys 2021) Workshop of Cross-Market Recommendation, 2021
12021
: towards data-free Transferable Parameter Efficient Finetuning
R Wang, S Ghosh, D Cox, D Antognini, A Oliva, R Feris, L Karlinsky
arXiv preprint arXiv:2405.17258, 2024
2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
Y Zhou, Y Zhu, D Antognini, Y Kim, Y Zhang
arXiv:2404.11500, 2024
2024
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Articles 1–20