| 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 | 47 | 2019 |
| 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 | 38 | 2020 |
| 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 | 33 | 2020 |
| 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 | 33 | 2019 |
| Rationalization through Concepts D Antognini, B Faltings (ACL 2021) Findings of the 59th Annual Meeting of the Association for …, 2021 | 27 | 2021 |
| Fast Multi-Step Critiquing for VAE-based Recommender Systems D Antognini, B Faltings (RecSys 2021) Fifthteenth ACM Conference on Recommender Systems Proceedings, 2021 | 24 | 2021 |
| Interacting with Explanations through Critiquing D Antognini, C Musat, B Faltings (IJCAI 2021) Proceedings of the 30th International Joint Conferences on …, 2020 | 24* | 2020 |
| 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 | 20 | 2023 |
| GameWikiSum: a Novel Large Multi-Document Summarization Dataset D Antognini, B Faltings (LREC 2020) Proceedings of the 12th Language Resources and Evaluation Conference, 2020 | 19 | 2020 |
| 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 |
| 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 | 10 | 2017 |
| 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 | 9 | 2021 |
| Multi-Step Critiquing User Interface for Recommender Systems D Petrescu, D Antognini, B Faltings (RecSys 2021) Fifthteenth ACM Conference on Recommender Systems Proceedings, 2021 | 9 | 2021 |
| 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 | 6* | 2021 |
| 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 | 5 | 2023 |
| 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 | 4 | 2022 |
| 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 (NAACL 2024) Proceedings of the 2024 Conference of the North American …, 2024 | 3 | 2024 |
| ESG Accountability Made Easy: DocQA at Your Service L Mishra, C Berrospi, K Dinkla, D Antognini, F Fusco, B Bothur, M Lysak, ... (AAAI 2024) Proceedings of the 38th AAAI Conference on Artificial Intelligence, 2023 | 2 | 2023 |
| 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 | 2 | 2022 |
| Trans-LoRA: 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 | 1 | 2024 |
Boi FaltingsEPFLVerified email at epfl.ch
