Pubblicazioni di Silvestri Fabrizio

2022

Lucic Ana, ter Hoeve Maartje, Tolomei Gabriele, de Rijke Maarten, Silvestri Fabrizio

CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. The 25th International Conference on Artificial Intelligence and Statistics 2022: -

Halevy Alon, Canton-Ferrer Cristian, Ma Hao, Ozertem Umut, Pantel Patrick, Saeidi Marzieh, Silvestri Fabrizio, Stoyanov Ves

Preserving Integrity in Online Social Networks. COMMUNICATIONS OF THE ACM 2022: -

2021

Errica Federico, Silvestri Fabrizio, Edizel Bora, Denoyer Ludovic, Petroni Fabio, Plachouras Vassilis, Riedel Sebastian

Concept Matching for Low-Resource Classification. International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,China, July 18-22, 2021 2021: 1-8

Thorne James, Yazdani Majid, Saeidi Marzieh, Silvestri Fabrizio, Riedel Sebastian, Halevy Alon Y.

Database reasoning over text. Proceedings of the 59th Annual Meeting of the Association for ComputationalLinguistics and the 11th International Joint Conference on NaturalLanguage Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), VirtualEvent, August 1-6, 2021 2021: 3091-3104

Dimitrov Dimitar, Bin Ali Bishr, Shaar Shaden, Alam Firoj, Silvestri Fabrizio, Firooz Hamed, Nakov Preslav, Da San Martino Giovanni

Detecting Propaganda Techniques in Memes. Proceedings of the 59th Annual Meeting of the Association for ComputationalLinguistics and the 11th International Joint Conference on NaturalLanguage Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), VirtualEvent, August 1-6, 2021 2021: 6603-6617

Thorne James, Yazdani Majid, Saeidi Marzieh, Silvestri Fabrizio, Riedel Sebastian, Halevy Alon

From Natural Language Processing to Neural Databases. PROCEEDINGS OF THE VLDB ENDOWMENT 2021: 1033-1039

Tolomei Gabriele, Silvestri Fabrizio

Generating actionable interpretations from ensembles of decision trees. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2021: 1540-1553

Tonellotto N., Gotta A., Nardini F. M., Gadler D., Silvestri F.

Neural network quantization in federated learning at the edge. INFORMATION SCIENCES 2021: 417-436

Dimitrov Dimitar, Bin Ali Bishr, Shaar Shaden, Alam Firoj, Silvestri Fabrizio, Firooz Hamed, Nakov Preslav, Da San Martino Giovanni

SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images. 2021: -

2020

Massarelli Luca, Petroni Fabio, Piktus Aleksandra, Ott Myle, Rocktaschel Tim, Plachouras Vassilis, Silvestri Fabrizio, Riedel Sebastian

How Decoding Strategies Affect the Verifiability of Generated Text. Findings of the Association for Computational Linguistics: EMNLP 2020 2020: 223-235

Bai Xiao, Barla Cambazoglu B, Gullo Francesco, Mantrach Amin, Silvestri Fabrizio

Improving News Personalization Through Search Logs. Bias and Social Aspects in Search and Recommendation 2020: 152-166

2019

Mantrach A., Silvestri F.

Demonstrations track chairs' welcome. ONLINE SOCIAL NETWORKS AND MEDIA 2019: 3490-

Cazabet R., Passarella A., Rossetti G., Silvestri F.

Editorial - Special issue on OSNEM network properties and dynamics. ONLINE SOCIAL NETWORKS AND MEDIA 2019: 21-

Piktus Aleksandra, Bora Edizel Necati, Bojanowski Piotr, Grave Edouard, Ferreira Rui, Silvestri Fabrizio

Misspelling Oblivious Word Embeddings. Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) 2019: 3226-3234

Mantrach A., Liu L., Silvestri F., White R. W., McAuley J.

The web conference 2019 research chairs' preface. 2019: -

2018

Lucchese Claudio, Maria Nardini Franco, Orlando Salvatore, Perego Raffaele, Silvestri Fabrizio, Trani Salvatore

X-CLEaVER: Learning ranking ensembles by growing and pruning trees. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 2018: 1-26

2017

Coletto Mauro, Maria Aiello Luca, Lucchese Claudio, Silvestri Fabrizio

Adult content consumption in online social networks. SOCIAL NETWORK ANALYSIS AND MINING 2017: 1-21

Tolomei Gabriele, Haines Andy, Lalmas Mounia, Silvestri Fabrizio

Changing machine learning classification of digital content. 2017: -

Bron M., Silvestri F., Redi M., Evans H., Lalmas M., Chute M.

Friendly, appealing or both? Characterising user experience in sponsored search landing pages. 26th International World Wide Web Conference 2017, WWW 2017 Companion 2017: 699-707

Tolomei Gabriele, Silvestri Fabrizio, Haines Andrew, Lalmas Mounia

Interpretable predictions of tree-based ensembles via actionable feature tweaking. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2017: 465-474

Bron Marc, Lalmas Mounia, Evans Huw, Chute Mahlon, Redi Miriam, Silvestri Fabrizio

Machine learning classification of digital content for mobile devices. 2017: -

Anagnostopoulos Aris, Atassi Reem, Becchetti Luca, Fazzone Adriano, Silvestri Fabrizio

Tour recommendation for groups. DATA MINING AND KNOWLEDGE DISCOVERY 2017: 1157-1188

2016

Ferro N., Crestani F., Moens M. -F., Mothe J., Silvestri F., Di Nunzio G. M., Hauff C., Silvello G.

Advances in information retrieval: 38th European conference on IR research, ECIR 2016 Padua, Italy, march 20–23, 2016 proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016: -

Lucchese C., Nardini F. M., Orlando S., Perego R., Silvestri F., Trani S.

Improve ranking efficiency by optimizing tree ensembles. CEUR Workshop Proceedings 2016: -

Barbieri N, Silvestri F, Lalmas M

Improving Post-Click User Engagement on Native Ads via Survival Analysis. WWW 2016 2016: -

Singh G., Mantrach A., Silvestri F.

Improving profiles of weakly-engaged users: With applications to recommender systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016: 123-134

Alawad Noor Aldeen, Anagnostopoulos Aristidis, Leonardi Stefano, Mele Ida, Silvestri Fabrizio

Network-Aware Recommendations of Novel Tweets. Proceeding SIGIR '16 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval 2016: 913-916

Coletto M, Aiello Lm, Lucchese C, Silvestri F

On the Behaviour of Deviant Communities in Online Social Networks. ICWSM 2016 2016: -

Lucchese C, Nardini Fm, Orlando S, Perego R, Silvestri F, Trani S

Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR 2016 2016: -

Ferro Nicola, Crestani Fabio, Moens Marie-Francine, Mothe Josiane, Silvestri Fabrizio, Kekäläinen Jaana, Rosso Paolo, Clough Paul D., Pasi Gabriella, Lioma Christina, Mizzaro Stefano, Maria Di Nunzio Giorgio, Hauff Claudia, Alonso Omar, Serdyukov Pavel, Silvello Gianmaria

Report on ECIR 2016: 38th European Conference on Information Retrieval. SIGIR FORUM 2016: 12-27

Grbovic Mihajlo, Djuric Nemanja, Radosavljevic Vladan, Silvestri Fabrizio, Baeza-Yates Ricardo, Feng Andrew, Ordentlich Erik, Yang Lee, Owens Gavin

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. SIGIR 2016 2016: -

Aiello Lm, Arapakis I, Baeza-Yates Ra, Bai X, Barbieri N, Mantrach A, Silvestri F

The Role of Relevance in Sponsored Search. CIKM 2016 2016: -

2015

Grbovic M, Djuric N, Radosavljevic V, Silvestri F, Bhamidipati N

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR 2015 2015: -

Silvestri F, Grbovic M, Bhamidipati N, Radosavljevic V, Djuric N

DEEP LEARNING FOR QUERY REWRITING. 2015: -

Silvestri F, Tolomei G, Trevisiol M, Barbieri N, Lalmas M, Sangal Pm

GENERATING ACTIONABLE SUGGESTIONS FOR IMPROVING USER ENGAGEMENT. 2015: -

Trevisiol Michele, Tolomei Gabriele, Barbieri Nicola, Lalmas Mounia, Mohan Sangal Puneet, Silvestri Fabrizio

Generating actionable suggestions for improving user engagement with online advertisements. 2015: -

Blanco R, De Francisci Morales G, Silvestri F

IntoNews: Online news retrieval using closed captions. INFORMATION PROCESSING & MANAGEMENT 2015: 148-162

Baeza-Yates Ricardo, Djuric Nemanja, Grbovic Mihajlo, Radosavljevic Vladan, Silvestri Fabrizio

Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search. WWW'15 COMPANION: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB 2015: 1253-1253

Sydow M., Muntean C. I., Nardini F. M., Matwin S., Silvestri F.

MUSETS: Diversity-aware web query suggestions for shortening user sessions. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015: 237-247

Muntean Ci, Nardini Fm, Silvestri F, Baraglia R

On Learning Prediction Models for Tourists Paths. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 2015: -

Baeza-Yates Ricardo, Jiang Di, Silvestri Fabrizio, Harrison Beverly

Predicting The Next App That You Are Going To Use. WSDM 2015 2015: -

Silvestri F, Baeza-Yates Ra, Harrison B, Jiang D

PREDICTING THE NEXT APP THAT YOU ARE GOING TO USE ON AVIATE. 2015: -

Lalmas Mounia, Lehmann Janette, Shaked Guy, Silvestri Fabrizio, Tolomei Gabriele

Promoting positive post-click experience for in-stream yahoo gemini users. Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '15) 2015: 1929-1938

Colmenares Carlos A., Litvak Marina, Mantrach Amin, Silvestri Fabrizio

{HEADS}: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies 2015: 133-142

2014

Capannini G., Baraglia R., Silvestri F., Nardini F. M.

Effective Data Access Patterns on Massively Parallel Processors. High-Performance Computing on Complex Environments 2014: 115-134

Silvestri Fabrizio, Alberto Baeza-Yates Ricardo, Harrison Beverly, Jiang Di

Predicting the next application that you are going to use on aviate. 2014: -

Lucchese C, Muntean Ci, Perego R, Silvestri F, Vahabi H, Venturini R

Recommender Systems. Mining User Generated Content 2014 2014: -

Silvestri Fabrizio, Grbovic Mihajlo, Bhamidipati Narayan, Radosavljevic Vladan, Djuric Nemanja

Systems and methods for query rewriting. 2014: -

Bai Xiao, Barla Cambazoglu B., Gullo Francesco, Mantrach Amin, Silvestri Fabrizio

Using exogenous sources for personalization of website services. 2014: -

Guidi A

Les conclusions ‘galliardes’ du Secrétaire florentin : esprit de finesse, initiative et efficacité politique dans l'activité pratique de Machiavel. Être homme de 'lettres': secrétaires et politique culturelle au Cinquecento : -