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Multi-Step Critiquing User Interface for Recommender Systems


Aug 05, 2021
Diana Petrescu, Diego Antognini, Boi Faltings

* Accepted at RecSys 2021. 5 pages, 7 figures 

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Rationalization through Concepts


May 11, 2021
Diego Antognini, Boi Faltings

* Accepted at ACL 2021 (findings). 15 pages, 10 figures, 7 tables 

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Fast Multi-Step Critiquing for VAE-based Recommender Systems


May 03, 2021
Diego Antognini, Boi Faltings

* Under review. 19 pages, 7 figures, 5 tables 

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Recommending Burgers based on Pizza Preferences: Addressing Data Sparsity with a Product of Experts


Apr 26, 2021
Martin Milenkoski, Diego Antognini, Claudiu Musat

* Under review. 16 pages, 5 figures, 2 tables 

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An Enhanced MeanSum Method For Generating Hotel Multi-Review Summarizations


Dec 07, 2020
Saibo Geng, Diego Antognini


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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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