Stefano Faralli

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 56

Top Topics

International Workshop

Semantic Classes

Top Venues

Publications

Domenico Amalfitano, Stefano Faralli, Jean Carlo Rossa Hauck, Santiago Matalonga, Damiano Distante
Artificial Intelligence Applied to Software Testing: A Tertiary Study. ACM Comput. Surv. 56 (3) (2024)
Stefano Faralli, Andrea Lenzi, Paola Velardi
A Benchmark Study on Knowledge Graphs Enrichment and Pruning Methods in the Presence of Noisy Relationships. J. Artif. Intell. Res. 78 (2023)
Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023). ECIR (3) (2023)
Damiano Distante, Stefano Faralli, Steve Rittinghaus, Paolo Rosso, Nima Samsami
DomainSenticNet: An Ontology and a Methodology Enabling Domain-Aware Sentic Computing. Cogn. Comput. 14 (1) (2022)
Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation. Inf. Process. Manag. 59 (1) (2022)
Stefano Faralli, Andrea Lenzi, Paola Velardi
A Large Interlinked Knowledge Graph of the Italian Cultural Heritage. LREC (2022)
Riccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli
Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing. LREC (2022)
Erica Faggiani, Stefano Faralli, Paola Velardi
Neural Word Sense Disambiguation to Prune a Large Knowledge Graph of the Italian Cultural Heritage. ADBIS (Short Papers) (2022)
Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022). ECIR (2) (2022)
Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim
Large-scale Taxonomy Induction Using Entity and Word Embeddings. CoRR (2021)
Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021). ECIR (2) (2021)
Bardh Prenkaj, Damiano Distante, Stefano Faralli, Paola Velardi
Hidden space deep sequential risk prediction on student trajectories. Future Gener. Comput. Syst. 125 (2021)
Stefano Faralli, Steve Rittinghaus, Nima Samsami, Damiano Distante, Eugénio Rocha
Emotional Intensity-based Success Prediction Model for Crowdfunded Campaigns. Inf. Process. Manag. 58 (1) (2021)
Stefano Faralli, Andrea Lenzi, Paola Velardi
AGDLI: ArCo, GVP and DBpedia Linking Initiative. ISWC (Posters/Demos/Industry) (2021)
Fattane Zarrinkalam, Guangyuan Piao, Stefano Faralli, Ebrahim Bagheri
Mining User Interests from Social Media. CIKM (2020)
Bardh Prenkaj, Paola Velardi, Damiano Distante, Stefano Faralli
A Reproducibility Study of Deep and Surface Machine Learning Methods for Human-related Trajectory Prediction. CIKM (2020)
Fattane Zarrinkalam, Stefano Faralli, Guangyuan Piao, Ebrahim Bagheri
Extracting, Mining and Predicting Users' Interests from Social Media. Found. Trends Inf. Retr. 14 (5) (2020)
Stefano Faralli, Paola Velardi, Farid Yusifli
Multiple Knowledge GraphDB (MKGDB). LREC (2020)
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
ECIR 2020 Workshops: Assessing the Impact of Going Online. CoRR (2020)
Damiano Distante, Massimo Villa, Nadia Sansone, Stefano Faralli
MILA: A SCORM-Compliant Interactive Learning Analytics Tool for Moodle. ICALT (2020)
Bardh Prenkaj, Paola Velardi, Giovanni Stilo, Damiano Distante, Stefano Faralli
A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. ACM Comput. Surv. 53 (3) (2020)
Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
Report on the international workshop on algorithmic bias in search and recommendation (Bias 2020). SIGIR Forum 54 (1) (2020)
Georgeta Bordea, Stefano Faralli, Fleur Mougin, Paul Buitelaar, Gayo Diallo
Evaluation Dataset and Methodology for Extracting Application-Specific Taxonomies from the Wikipedia Knowledge Graph. LREC (2020)
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
ECIR 2020 workshops: assessing the impact of going online. SIGIR Forum 54 (1) (2020)
Ludovico Boratto, Mirko Marras, Stefano Faralli, Giovanni Stilo
International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020). ECIR (2) (2020)
Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
WebIsAGraph: A Very Large Hypernymy Graph from a Web Corpus. CLiC-it (2019)
Damiano Distante, Stefano Faralli
A Two-Phase Bug Localization Approach Based on Multi-layer Perceptrons and Distributional Features. ICCSA (1) (2019)
Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto
A framework for enriching lexical semantic resources with distributional semantics. Nat. Lang. Eng. 24 (2) (2018)
Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
Enriching Frame Representations with Distributionally Induced Senses. LREC (2018)
Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
Enriching Frame Representations with Distributionally Induced Senses. CoRR (2018)
Giorgia Di Tommaso, Stefano Faralli, Giovanni Stilo, Paola Velardi
Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia. ISWC (2) (2018)
Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
Improving Hypernymy Extraction with Distributional Semantic Classes. LREC (2018)
Giorgia Di Tommaso, Stefano Faralli, Paola Velardi
A Large Multilingual and Multi-domain Dataset for Recommender Systems. LREC (2018)
Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
Efficient Pruning of Large Knowledge Graphs. IJCAI (2018)
Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. LREC (2018)
Ludovico Boratto, Stefano Faralli, Christian Morbidoni, Gabriella Pasi, Giovanni Stilo
Preface and Keynote's Talk of the Workshop on Social Interaction-based Recommendation (SIR 2018). CIKM Workshops (2018)
Stefano Faralli, Els Lefever, Simone Paolo Ponzetto
MIsA: Multilingual "IsA" Extraction from Corpora. LREC (2018)
Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
CrumbTrail: An efficient methodology to reduce multiple inheritance in knowledge graphs. Knowl. Based Syst. 151 (2018)
Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. CoRR (2017)
Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
Improving Hypernymy Extraction with Distributional Semantic Classes. CoRR (2017)
Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links. EACL (1) (2017)
Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto
A Framework for Enriching Lexical Semantic Resources with Distributional Semantics. CoRR (2017)
Stefano Faralli, Giovanni Stilo, Paola Velardi
Automatic acquisition of a taxonomy of microblogs users' interests. J. Web Semant. 45 (2017)
Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation. EACL (1) (2017)
Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. CoRR (2017)
Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim
Large-scale taxonomy induction using entity and word embeddings. WI (2017)
Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. EMNLP (System Demonstrations) (2017)
Federico Nanni, Laura Dietz, Stefano Faralli, Goran Glavas, Simone Paolo Ponzetto
Capturing Interdisciplinarity in Academic Abstracts. D Lib Mag. 22 (9/10) (2016)
Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
Linked Disambiguated Distributional Semantic Networks. ISWC (2) (2016)
Jonas Bulegon Gassen, Stefano Faralli, Simone Paolo Ponzetto, Jan Mendling
Who-Does-What: A Knowledge Base of People's Occupations and Job Activities. ISWC (Posters & Demos) (2016)
Stefano Faralli, Giorgia Di Tommaso, Paola Velardi
Semantic Enabled Recommender System for Micro-Blog Users. ICDM Workshops (2016)
Stefano Faralli, Christian Bizer, Kai Eckert, Robert Meusel, Simone Paolo Ponzetto
A Web Application to Search a Large Repository of Taxonomic Relations from the Web. ISWC (Posters & Demos) (2016)
Julian Seitner, Christian Bizer, Kai Eckert, Stefano Faralli, Robert Meusel, Heiko Paulheim, Simone Paolo Ponzetto
A Large DataBase of Hypernymy Relations Extracted from the Web. LREC (2016)
Alexander Panchenko, Stefano Faralli, Eugen Ruppert, Steffen Remus, Hubert Naets, Cédrick Fairon, Simone Paolo Ponzetto, Chris Biemann
TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling. SemEval@NAACL-HLT (2016)
Stefano Faralli, Simone Paolo Ponzetto
DWS at the 2016 Open Knowledge Extraction Challenge: A Hearst-Like Pattern-Based Approach to Hypernym Extraction and Class Induction. SemWebEval@ESWC (2016)
Camilo Thorne, Stefano Faralli, Heiner Stuckenschmidt
Cross-Evaluation of Entity Linking and Disambiguation Systems for Clinical Text Annotation. SEMANTiCS (2016)
Stefano Faralli, Giovanni Stilo, Paola Velardi
Large Scale Homophily Analysis in Twitter Using a Twixonomy. IJCAI (2015)
Stefano Faralli, Giovanni Stilo, Paola Velardi
A Semantic Recommender for Micro-blog Users. BigData Congress (2015)
Georgeta Bordea, Paul Buitelaar, Stefano Faralli, Roberto Navigli
SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval). SemEval@NAACL-HLT (2015)
Stefano Faralli, Giovanni Stilo, Paola Velardi
Recommendation of microblog users based on hierarchical interest profiles. Soc. Netw. Anal. Min. 5 (1) (2015)
Stefano Faralli, Roberto Navigli
A Java Framework for Multilingual Definition and Hypernym Extraction. ACL (Conference System Demonstrations) (2013)
Stefano Faralli, Roberto Navigli
Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models. EMNLP (2013)
Paola Velardi, Stefano Faralli, Roberto Navigli
OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction. Comput. Linguistics 39 (3) (2013)
Flavio De Benedictis, Stefano Faralli, Roberto Navigli
GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web. ACL (1) (2013)
Stefano Faralli, Roberto Navigli
A New Minimally-Supervised Framework for Domain Word Sense Disambiguation. EMNLP-CoNLL (2012)
Paola Velardi, Roberto Navigli, Stefano Faralli, Juana María Ruiz-Martínez
A New Method for Evaluating Automatically Learned Terminological Taxonomies. LREC (2012)
Roberto Navigli, Paola Velardi, Stefano Faralli
A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch. IJCAI (2011)
Roberto Navigli, Stefano Faralli, Aitor Soroa, Oier Lopez de Lacalle, Eneko Agirre
Two birds with one stone: learning semantic models for text categorization and word sense disambiguation. CIKM (2011)
Augusto Celentano, Stefano Faralli, Fabio Pittarello
The Situation Lens: A Metaphor for Personal Task Management on Mobile Devices. J. Comput. Sci. Eng. 3 (4) (2009)
Augusto Celentano, Stefano Faralli, Fabio Pittarello
The Situation Lens: Looking into Personal Service Composition. ER Workshops (2008)
Paolo Bottoni, Riccardo Caporali, Daniele Capuano, Stefano Faralli, Anna Labella, Mario Pierro
Use of a Dual-Core DSP in a Low-Cost, Touch-Screen Based Musical Instrument. NIME (2007)
Paolo Bottoni, Stefano Faralli, Anna Labella, Mario Pierro
Mapping with planning agents in the Max/MSP environment: the GO/Max language. NIME (2006)
Paolo Bottoni, Alessandro Cinnirella, Stefano Faralli, Patrick Maurelli, Emanuele Panizzi, Rosa Trinchese
Multimedia Annotation of Geo-Referenced Information Sources. MRCS (2006)
Paolo Bottoni, Stefano Faralli, Anna Labella, Alessio Malizia, Claudio Scozzafava
CHAMBRE: integrating multimedia and virtual tools. AVI (2006)
Paolo Bottoni, Anna Labella, Stefano Faralli, Mario Pierro, Claudio Scozzafava
Interactive composition, performance and music generation through iterative structures. ACM Multimedia (2006)
Paolo Bottoni, Marina Cammilli, Stefano Faralli
Generating Multimedia Content with Cellular Automata. IEEE Multim. 11 (4) (2004)