Stefano Faralli

85 papers A* 5A 4B 14Misc 1Journal 28Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Agent Framework for Interpreting Multivariate Physiological Time Series. CoRR Davide Gabrielli, Paola Velardi, Stefano Faralli, Bardh Prenkaj
2026	J	`jnl`	Beyond Edge Deletion: A Comprehensive Approach to Counterfactual Explanation in Graph Neural Networks. CoRR Matteo De Sanctis, Riccardo De Sanctis, Stefano Faralli, Paola Velardi, Bardh Prenkaj
2025	A	`conf`	AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence. CIKM Davide Gabrielli, Bardh Prenkaj, Paola Velardi, Stefano Faralli
2025	J	`jnl`	AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence. CoRR Davide Gabrielli, Bardh Prenkaj, Paola Velardi, Stefano Faralli
2025	—	`conf`	Leveraging Graph Structural Knowledge to Improve Argument Relation Prediction in Political Debates. ArgMining Deborah Dore, Stefano Faralli, Serena Villata
2024	J	`jnl`	Artificial Intelligence Applied to Software Testing: A Tertiary Study. ACM Comput. Surv. Domenico Amalfitano, Stefano Faralli, Jean Carlo Rossa Hauck, Santiago Matalonga, Damiano Distante
2023	J	`jnl`	A Benchmark Study on Knowledge Graphs Enrichment and Pruning Methods in the Presence of Noisy Relationships. J. Artif. Intell. Res. Stefano Faralli, Andrea Lenzi, Paola Velardi
2023	—	`ed.`	Advances in Bias and Fairness in Information Retrieval - 4th International Workshop, BIAS 2023, Dublin, Ireland, April 2, 2023, Revised Selected Papers BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2023	—	`conf`	Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023). ECIR (3) Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2022	B	`conf`	A Large Interlinked Knowledge Graph of the Italian Cultural Heritage. LREC Stefano Faralli, Andrea Lenzi, Paola Velardi
2022	—	`ed.`	Advances in Bias and Fairness in Information Retrieval - Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2022	J	`jnl`	DomainSenticNet: An Ontology and a Methodology Enabling Domain-Aware Sentic Computing. Cogn. Comput. Damiano Distante, Stefano Faralli, Steve Rittinghaus, Paolo Rosso, Nima Samsami
2022	J	`jnl`	Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation. Inf. Process. Manag. Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2022	—	`conf`	Neural Word Sense Disambiguation to Prune a Large Knowledge Graph of the Italian Cultural Heritage. ADBIS (Short Papers) Erica Faggiani, Stefano Faralli, Paola Velardi
2022	—	`conf`	Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022). ECIR (2) Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2022	B	`conf`	Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing. LREC Riccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli
2021	J	`jnl`	A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. ACM Comput. Surv. Bardh Prenkaj, Paola Velardi, Giovanni Stilo, Damiano Distante, Stefano Faralli
2021	—	`conf`	AGDLI: ArCo, GVP and DBpedia Linking Initiative. ISWC (Posters/Demos/Industry) Stefano Faralli, Andrea Lenzi, Paola Velardi
2021	—	`ed.`	Advances in Bias and Fairness in Information Retrieval - Second International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2021, Lucca, Italy, April 1, 2021, Proceedings BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2021	J	`jnl`	Emotional Intensity-based Success Prediction Model for Crowdfunded Campaigns. Inf. Process. Manag. Stefano Faralli, Steve Rittinghaus, Nima Samsami, Damiano Distante, Eugénio Rocha
2021	J	`jnl`	Hidden space deep sequential risk prediction on student trajectories. Future Gener. Comput. Syst. Bardh Prenkaj, Damiano Distante, Stefano Faralli, Paola Velardi
2021	J	`jnl`	Large-scale Taxonomy Induction Using Entity and Word Embeddings. CoRR Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim
2021	—	`conf`	Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021). ECIR (2) Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2020	A	`conf`	A Reproducibility Study of Deep and Surface Machine Learning Methods for Human-related Trajectory Prediction. CIKM Bardh Prenkaj, Paola Velardi, Damiano Distante, Stefano Faralli
2020	—	`ed.`	Bias and Social Aspects in Search and Recommendation - First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, 2020, Proceedings BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2020	J	`jnl`	ECIR 2020 Workshops: Assessing the Impact of Going Online. CoRR Sérgio Nunes, Suzanne Little, Sumit Bhatia, Ludovico Boratto, Guillaume Cabanac, Ricardo Campos, Francisco M. Couto, Stefano Faralli, Ingo Frommholz, Adam Jatowt, Alípio Jorge, Mirko Marras, Philipp Mayr, Giovanni Stilo
2020	J	`jnl`	ECIR 2020 workshops: assessing the impact of going online. SIGIR Forum Sérgio Nunes, Suzanne Little, Sumit Bhatia, Ludovico Boratto, Guillaume Cabanac, Ricardo Campos, Francisco M. Couto, Stefano Faralli, Ingo Frommholz, Adam Jatowt, Alípio Jorge, Mirko Marras, Philipp Mayr, Giovanni Stilo
2020	B	`conf`	Evaluation Dataset and Methodology for Extracting Application-Specific Taxonomies from the Wikipedia Knowledge Graph. LREC Georgeta Bordea, Stefano Faralli, Fleur Mougin, Paul Buitelaar, Gayo Diallo
2020	J	`jnl`	Extracting, Mining and Predicting Users' Interests from Social Media. Found. Trends Inf. Retr. Fattane Zarrinkalam, Stefano Faralli, Guangyuan Piao, Ebrahim Bagheri
2020	—	`conf`	International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020). ECIR (2) Ludovico Boratto, Mirko Marras, Stefano Faralli, Giovanni Stilo
2020	B	`conf`	MILA: A SCORM-Compliant Interactive Learning Analytics Tool for Moodle. ICALT Damiano Distante, Massimo Villa, Nadia Sansone, Stefano Faralli
2020	A	`conf`	Mining User Interests from Social Media. CIKM Fattane Zarrinkalam, Guangyuan Piao, Stefano Faralli, Ebrahim Bagheri
2020	B	`conf`	Multiple Knowledge GraphDB (MKGDB). LREC Stefano Faralli, Paola Velardi, Farid Yusifli
2020	J	`jnl`	Report on the international workshop on algorithmic bias in search and recommendation (Bias 2020). SIGIR Forum Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2019	—	`conf`	A Two-Phase Bug Localization Approach Based on Multi-layer Perceptrons and Distributional Features. ICCSA (1) Damiano Distante, Stefano Faralli
2019	—	`conf`	WebIsAGraph: A Very Large Hypernymy Graph from a Web Corpus. CLiC-it Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
2018	B	`conf`	A Large Multilingual and Multi-domain Dataset for Recommender Systems. LREC Giorgia Di Tommaso, Stefano Faralli, Paola Velardi
2018	J	`jnl`	A framework for enriching lexical semantic resources with distributional semantics. Nat. Lang. Eng. Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto
2018	B	`conf`	Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. LREC Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2018	J	`jnl`	CrumbTrail: An efficient methodology to reduce multiple inheritance in knowledge graphs. Knowl. Based Syst. Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
2018	A*	`conf`	Efficient Pruning of Large Knowledge Graphs. IJCAI Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
2018	B	`conf`	Enriching Frame Representations with Distributionally Induced Senses. LREC Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	Enriching Frame Representations with Distributionally Induced Senses. CoRR Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	B	`conf`	Improving Hypernymy Extraction with Distributional Semantic Classes. LREC Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2018	B	`conf`	MIsA: Multilingual "IsA" Extraction from Corpora. LREC Stefano Faralli, Els Lefever, Simone Paolo Ponzetto
2018	—	`conf`	Preface and Keynote's Talk of the Workshop on Social Interaction-based Recommendation (SIR 2018). CIKM Workshops Ludovico Boratto, Stefano Faralli, Christian Morbidoni, Gabriella Pasi, Giovanni Stilo
2018	—	`conf`	Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia. ISWC (2) Giorgia Di Tommaso, Stefano Faralli, Giovanni Stilo, Paola Velardi
2017	J	`jnl`	A Framework for Enriching Lexical Semantic Resources with Distributional Semantics. CoRR Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto
2017	J	`jnl`	Automatic acquisition of a taxonomy of microblogs users' interests. J. Web Semant. Stefano Faralli, Giovanni Stilo, Paola Velardi
2017	J	`jnl`	Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. CoRR Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2017	J	`jnl`	Improving Hypernymy Extraction with Distributional Semantic Classes. CoRR Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2017	B	`conf`	Large-scale taxonomy induction using entity and word embeddings. WI Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim
2017	—	`conf`	The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links. EACL (1) Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2017	—	`conf`	Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation. EACL (1) Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2017	—	`conf`	Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. EMNLP (System Demonstrations) Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann
2017	J	`jnl`	Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. CoRR Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann
2016	B	`conf`	A Large DataBase of Hypernymy Relations Extracted from the Web. LREC Julian Seitner, Christian Bizer, Kai Eckert, Stefano Faralli, Robert Meusel, Heiko Paulheim, Simone Paolo Ponzetto
2016	—	`conf`	A Web Application to Search a Large Repository of Taxonomic Relations from the Web. ISWC (Posters & Demos) Stefano Faralli, Christian Bizer, Kai Eckert, Robert Meusel, Simone Paolo Ponzetto
2016	J	`jnl`	Capturing Interdisciplinarity in Academic Abstracts. D Lib Mag. Federico Nanni, Laura Dietz, Stefano Faralli, Goran Glavas, Simone Paolo Ponzetto
2016	Misc	`conf`	Cross-Evaluation of Entity Linking and Disambiguation Systems for Clinical Text Annotation. SEMANTiCS Camilo Thorne, Stefano Faralli, Heiner Stuckenschmidt
2016	—	`conf`	DWS at the 2016 Open Knowledge Extraction Challenge: A Hearst-Like Pattern-Based Approach to Hypernym Extraction and Class Induction. SemWebEval@ESWC Stefano Faralli, Simone Paolo Ponzetto
2016	—	`conf`	Linked Disambiguated Distributional Semantic Networks. ISWC (2) Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2016	—	`conf`	Semantic Enabled Recommender System for Micro-Blog Users. ICDM Workshops Stefano Faralli, Giorgia Di Tommaso, Paola Velardi
2016	—	`conf`	TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling. SemEval@NAACL-HLT Alexander Panchenko, Stefano Faralli, Eugen Ruppert, Steffen Remus, Hubert Naets, Cédrick Fairon, Simone Paolo Ponzetto, Chris Biemann
2016	—	`conf`	Who-Does-What: A Knowledge Base of People's Occupations and Job Activities. ISWC (Posters & Demos) Jonas Bulegon Gassen, Stefano Faralli, Simone Paolo Ponzetto, Jan Mendling
2015	—	`conf`	A Semantic Recommender for Micro-blog Users. BigData Congress Stefano Faralli, Giovanni Stilo, Paola Velardi
2015	A*	`conf`	Large Scale Homophily Analysis in Twitter Using a Twixonomy. IJCAI Stefano Faralli, Giovanni Stilo, Paola Velardi
2015	J	`jnl`	Recommendation of microblog users based on hierarchical interest profiles. Soc. Netw. Anal. Min. Stefano Faralli, Giovanni Stilo, Paola Velardi
2015	—	`conf`	SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval). SemEval@NAACL-HLT Georgeta Bordea, Paul Buitelaar, Stefano Faralli, Roberto Navigli
2013	—	`conf`	A Java Framework for Multilingual Definition and Hypernym Extraction. ACL (Conference System Demonstrations) Stefano Faralli, Roberto Navigli
2013	—	`conf`	GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web. ACL (1) Flavio De Benedictis, Stefano Faralli, Roberto Navigli
2013	A*	`conf`	Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models. EMNLP Stefano Faralli, Roberto Navigli
2013	J	`jnl`	OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction. Comput. Linguistics Paola Velardi, Stefano Faralli, Roberto Navigli
2012	B	`conf`	A New Method for Evaluating Automatically Learned Terminological Taxonomies. LREC Paola Velardi, Roberto Navigli, Stefano Faralli, Juana María Ruiz-Martínez
2012	—	`conf`	A New Minimally-Supervised Framework for Domain Word Sense Disambiguation. EMNLP-CoNLL Stefano Faralli, Roberto Navigli
2011	A*	`conf`	A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch. IJCAI Roberto Navigli, Paola Velardi, Stefano Faralli
2011	A	`conf`	Two birds with one stone: learning semantic models for text categorization and word sense disambiguation. CIKM Roberto Navigli, Stefano Faralli, Aitor Soroa, Oier Lopez de Lacalle, Eneko Agirre
2009	J	`jnl`	The Situation Lens: A Metaphor for Personal Task Management on Mobile Devices. J. Comput. Sci. Eng. Augusto Celentano, Stefano Faralli, Fabio Pittarello
2008	—	`conf`	The Situation Lens: Looking into Personal Service Composition. ER Workshops Augusto Celentano, Stefano Faralli, Fabio Pittarello
2007	—	`conf`	Use of a Dual-Core DSP in a Low-Cost, Touch-Screen Based Musical Instrument. NIME Paolo Bottoni, Riccardo Caporali, Daniele Capuano, Stefano Faralli, Anna Labella, Mario Pierro
2006	B	`conf`	CHAMBRE: integrating multimedia and virtual tools. AVI Paolo Bottoni, Stefano Faralli, Anna Labella, Alessio Malizia, Claudio Scozzafava
2006	A*	`conf`	Interactive composition, performance and music generation through iterative structures. ACM Multimedia Paolo Bottoni, Anna Labella, Stefano Faralli, Mario Pierro, Claudio Scozzafava
2006	—	`conf`	Mapping with planning agents in the Max/MSP environment: the GO/Max language. NIME Paolo Bottoni, Stefano Faralli, Anna Labella, Mario Pierro
2006	—	`conf`	Multimedia Annotation of Geo-Referenced Information Sources. MRCS Paolo Bottoni, Alessandro Cinnirella, Stefano Faralli, Patrick Maurelli, Emanuele Panizzi, Rosa Trinchese
2004	J	`jnl`	Generating Multimedia Content with Cellular Automata. IEEE Multim. Paolo Bottoni, Marina Cammilli, Stefano Faralli