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Modeling Online Behavior in Recommender Systems: The Importance of Temporal Context

Sep 19, 2020
Milena Filipovic, Blagoj Mitrevski, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat

* Under review. 8 pages, 4 figures, 5 tables 

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Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm

Sep 14, 2020
Kirtan Padh, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat

* Under review. 11 pages, 3 figures, 4 tables 

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Momentum-based Gradient Methods in Multi-objective Recommender Systems

Sep 10, 2020
Blagoj Mitrevski, Milena Filipovic, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat

* Under review. 8 pages, 3 figures, 4 tables 

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T-RECS: a Transformer-based Recommender Generating Textual Explanations and Integrating Unsupervised Language-based Critiquing

May 22, 2020
Diego Antognini, Claudiu Musat, Boi Faltings

* Under review. 24 pages, 8 figures, 13 tables 

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HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset

Feb 17, 2020
Diego Antognini, Boi Faltings

* 7 pages, 3 figure, 5 tables. Accepted at LREC 2020 

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GameWikiSum: a Novel Large Multi-Document Summarization Dataset

Feb 17, 2020
Diego Antognini, Boi Faltings

* 6 pages, 1 figure, 4 tables. Accepted at LREC 2020 

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Multi-Gradient Descent for Multi-Objective Recommender Systems

Dec 09, 2019
Nikola Milojkovic, Diego Antognini, Giancarlo Bergamin, Boi Faltings, Claudiu Musat

* 9 pages, 4 figures, Accepted at AAAI 2020 - Workshop on New Frontiers in Summarization 

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Multi-Dimensional Explanation of Reviews

Sep 25, 2019
Diego Antognini, Claudiu Musat, Boi Faltings

* Under review. 23 pages, 12 figures, 9 tables 

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Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization

Sep 20, 2019
Diego Antognini, Boi Faltings

* 10 pages, 4 tables, 1 figure, Accepted at 2019 Empirical Methods in Natural Language Processing - Workshop on New Frontiers in Summarization 

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Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision

Sep 26, 2017
Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl


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