| 2026 | EACL | A Survey on Multilingual Mental Disorders Detection from Social Media Data. | Ana-Maria Bucur, Marcos Zampieri, Tharindu Ranasinghe, Fabio Crestani |
| 2026 | ECIR | Exploring User Simulators in Conversational Search: A Comparison Between LLMs and Humans. | Lili Lu, Fabio Crestani |
| 2026 | ECIR | eRisk 2026: Tasks on Symptoms Ranking, Contextual and Conversational Approaches for Early Mental Health Detection. | Anxo Prez, Javier Parapar, Xi Wang, Fabio Crestani |
| 2026 | LREC | Assessing the Effectiveness of LLMs in Delivering Cognitive Behavioral Therapy. | Navdeep Singh Bedi, Ana-Maria Bucur, Noriko Kando, Fabio Crestani |
| 2025 | CIKM | TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening. | Xi Wang, Anxo Prez, Javier Parapar, Fabio Crestani |
| 2025 | ECIR | Zero-Shot and Efficient Clarification Need Prediction in Conversational Search. | Lili Lu, Chuan Meng, Federico Ravenda, Mohammad Aliannejadi, Fabio Crestani |
| 2025 | ECIR | eRisk 2025: Contextual and Conversational Approaches for Depression Challenges. | Javier Parapar, Anxo Prez, Xi Wang, Fabio Crestani |
| 2025 | ICTIR | Normalized Set-Level Ideal DCG: A More Reliable Early-Stage Retrieval Metric. | Xiao Fu, Navdeep Singh Bedi, Fabio Crestani, Aldo Lipani |
| 2025 | ICTIR | Towards Fair Rankings: Leveraging LLMs for Gender Bias Detection and Measurement. | Maryam Mousavian, Zahra Abbasiantaeb, Mohammad Aliannejadi, Fabio Crestani |
| 2025 | SAC | Tailoring Adaptive-Zero-Shot Retrieval and Probabilistic Modelling for Psychometric Data. | Federico Ravenda, Seyed Ali Bahrainian, Noriko Kando, Antonietta Mira, Andrea Raballo, Fabio Crestani |
| 2024 | CHIIR | Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search. | Ivan Sekulic, Krisztian Balog, Fabio Crestani |
| 2024 | ECIR | eRisk 2024: Depression, Anorexia, and Eating Disorder Challenges. | Javier Parapar, Patricia Martn-Rodilla, David E. Losada, Fabio Crestani |
| 2024 | ECIR | Estimating the Usefulness of Clarifying Questions and Answers for Conversational Search. | Ivan Sekulic, Weronika Lajewska, Krisztian Balog, Fabio Crestani |
| 2023 | ECIR | eRisk 2023: Depression, Pathological Gambling, and Eating Disorder Challenges. | Javier Parapar, Patricia Martn-Rodilla, David E. Losada, Fabio Crestani |
| 2023 | SIGIR | Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond. | Paul Owoicho, Ivan Sekulic, Mohammad Aliannejadi, Jeffrey Dalton, Fabio Crestani |
| 2022 | ECIR | eRisk 2022: Pathological Gambling, Depression, and Eating Disorder Challenges. | Javier Parapar, Patricia Martn-Rodilla, David E. Losada, Fabio Crestani |
| 2022 | ECIR | Exploiting Document-Based Features for Clarification in Conversational Search. | Ivan Sekulic, Mohammad Aliannejadi, Fabio Crestani |
| 2022 | WSDM | Evaluating Mixed-initiative Conversational Search Systems via User Simulation. | Ivan Sekulic, Mohammad Aliannejadi, Fabio Crestani |
| 2021 | ECIR | eRisk 2021: Pathological Gambling, Self-harm and Depression Challenges. | Javier Parapar, Patricia Martn-Rodilla, David E. Losada, Fabio Crestani |
| 2021 | ECIR | User Engagement Prediction for Clarification in Search. | Ivan Sekulic, Mohammad Aliannejadi, Fabio Crestani |
| 2021 | FQAS | The Impact of User Demographics and Task Types on Cross-App Mobile Search. | Mohammad Aliannejadi, Fabio Crestani, Theo Huibers, Monica Landoni, Emiliana Murgia, Maria Soledad Pera |
| 2021 | ICTIR | Session details: Session 1B - User Interaction. | Fabio Crestani |
| 2021 | ICTIR | Towards Facet-Driven Generation of Clarifying Questions for Conversational Search. | Ivan Sekulic, Mohammad Aliannejadi, Fabio Crestani |
| 2020 | CHIIR | Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval. | Mohammad Aliannejadi, Manajit Chakraborty, Esteban Andrs Rssola, Fabio Crestani |
| 2020 | CHIIR | A Tool for Conducting User Studies on Mobile Devices. | Luca Costa, Mohammad Aliannejadi, Fabio Crestani |
| 2020 | ECIR | eRisk 2020: Self-harm and Depression Challenges. | David E. Losada, Fabio Crestani, Javier Parapar |
| 2020 | ECIR | Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation. | Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani |
| 2020 | ECIR | Beyond Modelling: Understanding Mental Disorders in Online Social Media. | Esteban Andrs Rssola, Mohammad Aliannejadi, Fabio Crestani |
| 2020 | NLDB | The Role of Personality and Linguistic Patterns in Discriminating Between Fake News Spreaders and Fact Checkers. | Anastasia Giachanou, Esteban A. Rssola, Bilal Ghanem, Fabio Crestani, Paolo Rosso |
| 2019 | CHIIR | Understanding Mobile Search Task Relevance and User Behaviour in Context. | Mohammad Aliannejadi, Morgan Harvey, Luca Costa, Matthew Pointon, Fabio Crestani |
| 2019 | ECIR | Predicting the Topic of Your Next Query for Just-In-Time IR. | Seyed Ali Bahrainian, Fattane Zarrinkalam, Ida Mele, Fabio Crestani |
| 2019 | ECIR | Early Detection of Risks on the Internet: An Exploratory Campaign. | David E. Losada, Fabio Crestani, Javier Parapar |
| 2019 | FQAS | Anticipating Depression Based on Online Social Media Behaviour. | Esteban A. Rssola, Seyed Ali Bahrainian, Fabio Crestani |
| 2019 | ICTIR | A Multi-Source Collection of Event-Labeled News Documents. | Ida Mele, Fabio Crestani |
| 2019 | ICTIR | Neural Attentive Cross-Domain Recommendation. | Dimitrios Rafailidis, Fabio Crestani |
| 2019 | ICTIR | Category-Aware Location Embedding for Point-of-Interest Recommendation. | Hossein A. Rahmani, Mohammad Aliannejadi, Rasoul Mirzaei Zadeh, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani |
| 2019 | SIGIR | Asking Clarifying Questions in Open-Domain Information-Seeking Conversations. | Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft |
| 2019 | SIGIR | Leveraging Emotional Signals for Credibility Detection. | Anastasia Giachanou, Paolo Rosso, Fabio Crestani |
| 2019 | SIGIR | Adversarial Training for Review-Based Recommendations. | Dimitrios Rafailidis, Fabio Crestani |
| 2018 | CHIIR | Augmentation of Human Memory: Anticipating Topics that Continue in the Next Meeting. | Seyed Ali Bahrainian, Fabio Crestani |
| 2018 | CIKM | In Situ and Context-Aware Target Apps Selection for Unified Mobile Search. | Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft |
| 2018 | ECIR | Predicting Topics in Scholarly Papers. | Seyed Ali Bahrainian, Ida Mele, Fabio Crestani |
| 2018 | ECIR | A Micromodule Approach for Building Real-Time Systems with Python-Based Models: Application to Early Risk Detection of Depression on Social Media. | Rodrigo Martnez-Castao, Juan Carlos Pichel, David E. Losada, Fabio Crestani |
| 2018 | ICTIR | A Collaborative Ranking Model with Multiple Location-based Similarities for Venue Suggestion. | Mohammad Aliannejadi, Dimitrios Rafailidis, Fabio Crestani |
| 2018 | ICWSM | Emotional Influence Prediction of News Posts. | Anastasia Giachanou, Paolo Rosso, Ida Mele, Fabio Crestani |
| 2018 | SIGIR | Target Apps Selection: Towards a Unified Search Framework for Mobile Devices. | Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft |
| 2018 | SPIRE | Early Commenting Features for Emotional Reactions Prediction. | Anastasia Giachanou, Paolo Rosso, Ida Mele, Fabio Crestani |
| 2017 | CIKM | Linking News across Multiple Streams for Timeliness Analysis. | Ida Mele, Seyed Ali Bahrainian, Fabio Crestani |
| 2017 | CIKM | A Collaborative Ranking Model for Cross-Domain Recommendations. | Dimitrios Rafailidis, Fabio Crestani |
| 2017 | ECIR | Personalized Keyword Boosting for Venue Suggestion Based on Multiple LBSNs. | Mohammad Aliannejadi, Dimitrios Rafailidis, Fabio Crestani |
| 2017 | ECIR | Sentiment Propagation for Predicting Reputation Polarity. | Anastasia Giachanou, Julio Gonzalo, Ida Mele, Fabio Crestani |
| 2017 | ECIR | USI Participation at SMERP 2017 Text Retrieval Task. | Anastasia Giachanou, Ida Mele, Fabio Crestani |
| 2017 | ECIR | USI Participation at SMERP 2017 Text Summarization Task. | Anastasia Giachanou, Ida Mele, Fabio Crestani |
| 2017 | ICTIR | Towards the Next Generation of Personal Assistants: Systems that Know When You Forget. | Seyed Ali Bahrainian, Fabio Crestani |
| 2017 | ICTIR | Recommendation with Social Relationships via Deep Learning. | Dimitrios Rafailidis, Fabio Crestani |
| 2017 | NLDB | Event Detection for Heterogeneous News Streams. | Ida Mele, Fabio Crestani |
| 2017 | RecSys | Learning to Rank with Trust and Distrust in Recommender Systems. | Dimitrios Rafailidis, Fabio Crestani |
| 2017 | SAC | Personalized ranking for context-aware venue suggestion. | Mohammad Aliannejadi, Ida Mele, Fabio Crestani |
| 2017 | SAC | Modeling discrete dynamic topics. | Seyed Ali Bahrainian, Ida Mele, Fabio Crestani |
| 2017 | SIGIR | Venue Appropriateness Prediction for Personalized Context-Aware Venue Suggestion. | Mohammad Aliannejadi, Fabio Crestani |
| 2017 | SIGIR | A Cross-Platform Collection for Contextual Suggestion. | Mohammad Aliannejadi, Ida Mele, Fabio Crestani |
| 2017 | SIGIR | A Collection for Detecting Triggers of Sentiment Spikes. | Anastasia Giachanou, Ida Mele, Fabio Crestani |
| 2016 | CIKM | Explaining Sentiment Spikes in Twitter. | Anastasia Giachanou, Ida Mele, Fabio Crestani |
| 2016 | CIKM | Joint Collaborative Ranking with Social Relationships in Top-N Recommendation. | Dimitrios Rafailidis, Fabio Crestani |
| 2016 | ECIR | Topic-Specific Stylistic Variations for Opinion Retrieval on Twitter. | Anastasia Giachanou, Morgan Harvey, Fabio Crestani |
| 2016 | SAC | Opinion retrieval in Twitter using stylistic variations. | Anastasia Giachanou, Fabio Crestani |
| 2016 | SAC | Opinion retrieval in Twitter: is proximity effective? | Anastasia Giachanou, Fabio Crestani |
| 2016 | SIGIR | Tracking Sentiment by Time Series Analysis. | Anastasia Giachanou, Fabio Crestani |
| 2016 | SIGIR | Cluster-based Joint Matrix Factorization Hashing for Cross-Modal Retrieval. | Dimitrios Rafailidis, Fabio Crestani |
| 2016 | SIGIR | Collaborative Ranking with Social Relationships for Top-N Recommendations. | Dimitrios Rafailidis, Fabio Crestani |
| 2015 | ECIR | Long Time, No Tweets! Time-aware Personalised Hashtag Suggestion. | Morgan Harvey, Fabio Crestani |
| 2015 | ECIR | 5th Workshop on Context-Awareness in Retrieval and Recommendation. | Ernesto William De Luca, Alan Said, Fabio Crestani, David Elsweiler |
| 2014 | CIKM | Query-Driven Mining of Citation Networks for Patent Citation Retrieval and Recommendation. | Parvaz Mahdabi, Fabio Crestani |
| 2014 | CIKM | Vertical-Aware Click Model-Based Effectiveness Metrics. | Ilya Markov, Eugene Kharitonov, Vadim Nikulin, Pavel Serdyukov, Maarten de Rijke, Fabio Crestani |
| 2014 | ECIR | A Personalised Recommendation System for Context-Aware Suggestions. | Andrei Rikitianskii, Morgan Harvey, Fabio Crestani |
| 2013 | CIKM | Building user profiles from topic models for personalised search. | Morgan Harvey, Fabio Crestani, Mark James Carman |
| 2013 | CIKM | Generalizing diversity detection in blog feed retrieval. | Mostafa Keikha, Fabio Crestani, W. Bruce Croft |
| 2013 | ECIR | Distributed Information Retrieval and Applications. | Fabio Crestani, Ilya Markov |
| 2013 | ECIR | Reducing the Uncertainty in Resource Selection. | Ilya Markov, Leif Azzopardi, Fabio Crestani |
| 2013 | ECIR | On CORI Results Merging. | Ilya Markov, Avi Arampatzis, Fabio Crestani |
| 2013 | SIGIR | Leveraging conceptual lexicon: query disambiguation using proximity information for patent retrieval. | Parvaz Mahdabi, Shima Gerani, Jimmy Xiangji Huang, Fabio Crestani |
| 2012 | CIKM | Diversity in blog feed retrieval. | Mostafa Keikha, Fabio Crestani, W. Bruce Croft |
| 2012 | ECIR | Score Transformation in Linear Combination for Multi-criteria Relevance Ranking. | Shima Gerani, ChengXiang Zhai, Fabio Crestani |
| 2012 | SIGIR | Automatic refinement of patent queries using concept importance predictors. | Parvaz Mahdabi, Linda Andersson, Mostafa Keikha, Fabio Crestani |
| 2012 | SIGIR | Unsupervised linear score normalization revisited. | Ilya Markov, Avi Arampatzis, Fabio Crestani |
| 2011 | CIKM | Bayesian latent variable models for collaborative item rating prediction. | Morgan Harvey, Mark James Carman, Ian Ruthven, Fabio Crestani |
| 2011 | CIKM | On the generation of rich content metadata from social media. | Giacomo Inches, Andrea Basso, Fabio Crestani |
| 2011 | CIKM | Online conversation mining for author characterization and topic identification. | Giacomo Inches, Fabio Crestani |
| 2011 | CIKM | Predicting document effectiveness in pseudo relevance feedback. | Mostafa Keikha, Jangwon Seo, W. Bruce Croft, Fabio Crestani |
| 2011 | CSCW | Defining ontology by using users collaboration on social media. | Saman Kamran, Fabio Crestani |
| 2011 | ECIR | Personal Blog Retrieval Using Opinion Features. | Shima Gerani, Mostafa Keikha, Mark James Carman, Fabio Crestani |
| 2011 | ECIR | TEMPER: A Temporal Relevance Feedback Method. | Mostafa Keikha, Shima Gerani, Fabio Crestani |
| 2011 | FQAS | Investigating the Statistical Properties of User-Generated Documents. | Giacomo Inches, Mark James Carman, Fabio Crestani |
| 2011 | SAC | Relevance stability in blog retrieval. | Mostafa Keikha, Shima Gerani, Fabio Crestani |
| 2011 | SIGIR | Aggregating multiple opinion evidence in proximity-based opinion retrieval. | Shima Gerani, Mostafa Keikha, Fabio Crestani |
| 2011 | SIGIR | Time-based relevance models. | Mostafa Keikha, Shima Gerani, Fabio Crestani |
| 2010 | CIKM | Towards query log based personalization using topic models. | Mark James Carman, Fabio Crestani, Morgan Harvey, Mark Baillie |
| 2010 | ECIR | Statistics of Online User-Generated Short Documents. | Giacomo Inches, Mark James Carman, Fabio Crestani |
| 2010 | NLDB | An Approach to Indexing and Clustering News Stories Using Continuous Language Models. | Richard Bache, Fabio Crestani |
| 2010 | PAKDD | Ranking Sequential Patterns with Respect to Significance. | Robert Gwadera, Fabio Crestani |
| 2010 | SIGIR | Proximity-based opinion retrieval. | Shima Gerani, Mark James Carman, Fabio Crestani |
| 2009 | CIKM | Mining and ranking streams of news stories using cross-stream sequential patterns. | Robert Gwadera, Fabio Crestani |
| 2009 | ECIR | A Topic-Based Measure of Resource Description Quality for Distributed Information Retrieval. | Mark Baillie, Mark James Carman, Fabio Crestani |
| 2009 | ECIR | Investigating Learning Approaches for Blog Post Opinion Retrieval. | Shima Gerani, Mark James Carman, Fabio Crestani |
| 2009 | FQAS | Effectiveness of Aggregation Methods in Blog Distillation. | Mostafa Keikha, Fabio Crestani |
| 2009 | FQAS | Design of an Interface for Interactive Topic Detection and Tracking. | Masnizah Mohd, Fabio Crestani, Ian Ruthven |
| 2009 | SIGIR | A statistical comparison of tag and query logs. | Mark James Carman, Mark Baillie, Robert Gwadera, Fabio Crestani |
| 2009 | SIGIR | Blog distillation using random walks. | Mostafa Keikha, Mark James Carman, Fabio Crestani |
| 2008 | CIKM | Estimating real-valued characteristics of criminals from their recorded crimes. | Richard Bache, Fabio Crestani |
| 2008 | CIKM | Tag data and personalized information retrieval. | Mark James Carman, Mark Baillie, Fabio Crestani |
| 2008 | ECIR | A Comparison of Named Entity Patterns from a User Analysis and a System Analysis. | Masnizah Mohd, Fabio Crestani, Ian Ruthven |
| 2008 | ICCSA | Towards an Automated Approach to Offender Profiling. | Richard Bache, Fabio Crestani |
| 2008 | ICDM | Discovering Significant Patterns in Multi-stream Sequences. | Robert Gwadera, Fabio Crestani |
| 2008 | NLDB | A Language Modelling Approach to Linking Criminal Styles with Offender Characteristics. | Richard Bache, Fabio Crestani, David Canter, Donna Youngs |
| 2008 | SIGIR | Towards personalized distributed information retrieval. | Mark James Carman, Fabio Crestani |
| 2007 | CIKM | Language models, probability of relevance and relevance likelihood. | Richard Bache, Mark Baillie, Fabio Crestani |
| 2007 | ECIR | Summarisation and Novelty: An Experimental Investigation. | Simon O. Sweeney, Fabio Crestani, David E. Losada |
| 2007 | ECIR | Investigation of the Effectiveness of Cross-Media Indexing. | Murat Yakici, Fabio Crestani |
| 2007 | SIGIR | The DILIGENT framework for distributed information retrieval. | Fabio Simeoni, Fabio Crestani, Ralf Bierig |
| 2007 | SIGIR | Modelling epistemic uncertainty in ir evaluation. | Murat Yakici, Mark Baillie, Ian Ruthven, Fabio Crestani |
| 2006 | SAC | An evaluation of resource description quality measures. | Mark Baillie, Leif Azzopardi, Fabio Crestani |
| 2006 | SAC | Editorial message: special track on information access and retrieval. | Fabio Crestani, Gabriella Pasi |
| 2006 | SIGIR | Adaptive query-based sampling for distributed IR. | Leif Azzopardi, Mark Baillie, Fabio Crestani |
| 2006 | SIGIR | PENG: integrated search of distributed news archives. | Mark Baillie, Fabio Crestani, Monica Landoni |
| 2006 | SPIRE | Adaptive Query-Based Sampling of Distributed Collections. | Mark Baillie, Leif Azzopardi, Fabio Crestani |
| 2005 | SAC | Editorial message: special track on information access and retrieval. | Fabio Crestani, Gabriella Pasi |
| 2004 | FQAS | Retrieval Effectiveness of Written and Spoken Queries: An Experimental Evaluation. | Heather Du, Fabio Crestani |
| 2004 | IJCNLP | Spoken Versus Written Queries for Mobile Information Access: An Experiment on Mandarin Chinese. | Heather Du, Fabio Crestani |
| 2004 | SAC | Editorial message: special track on information access and retrieval. | Fabio Crestani, Gabriella Pasi |
| 2004 | SAC | Shadow document methods of resutls merging. | Shengli Wu, Fabio Crestani |
| 2003 | ECIR | WebDocBall: A Graphical Visualization Tool for Web Search Results. | Jess Vegas, Pablo de la Fuente, Fabio Crestani |
| 2003 | ECIR | Experiments with Document Archive Size Detection. | Shengli Wu, Forbes Gibb, Fabio Crestani |
| 2003 | ECSQARU | A Multi-layered Bayesian Network Model for Structured Document Retrieval. | Fabio Crestani, Luis M. de Campos, Juan M. Fernndez-Luna, Juan F. Huete |
| 2003 | SAC | Information Access and Retrieval Track Editorial. | Fabio Crestani, Gabriella Pasi |
| 2003 | SAC | Methods for Ranking Information Retrieval Systems Without Relevance Judgments. | Shengli Wu, Fabio Crestani |
| 2003 | SIGIR | Resource selection and data fusion in multimedia distributed digital libraries. | James P. Callan, Fabio Crestani, Henrik Nottelmann, Pietro Pala, Xiao Mang Shou |
| 2003 | SIGIR | New Methods of Results Merging for Distributed Information Retrieval. | Shengli Wu, Fabio Crestani, Forbes Gibb |
| 2003 | SPIRE | Ranking Structured Documents Using Utility Theory in the Bayesian Network Retrieval Model. | Fabio Crestani, Luis M. de Campos, Juan M. Fernndez-Luna, Juan F. Huete |
| 2002 | CIKM | Data fusion with estimated weights. | Shengli Wu, Fabio Crestani |
| 2002 | ECIR | A Graphical User Interface for Structured Document Retrieval. | Jess Vegas, Pablo de la Fuente, Fabio Crestani |
| 2002 | SAC | Editorial message: special track on information access and retrieval systems. | Fabio Crestani, Gabriella Pasi |
| 2002 | SAC | Mobile delivery of news using hierarchical query-biased summaries. | Simon O. Sweeney, Fabio Crestani, Anastasios Tombros |
| 2002 | SIGIR | Experimenting with graphical user interfaces for structured document retrieval. | Fabio Crestani, Pablo de la Fuente, Jess Vegas |
| 2001 | SIGIR | Towards the use of Prosodic Information for Spoken Document Retrieval. | Fabio Crestani |
| 2001 | SPIRE | Design of a Graphical User Interface for Structured Documents Retrieval. | Fabio Crestani, Pablo de la Fuente, Jess Vegas |
| 2000 | FQAS | Word Recognition Errors and Relevance Feedback in Spoken Query Processing. | Fabio Crestani |
| 2000 | SPIRE | Prosodic Stress and Topic Detection in Spoken Sentences. | Rosaria Silipo, Fabio Crestani |
| 1997 | IJCAI | A Learning System for Selective Dissemination of Information. | Gianni Amati, Fabio Crestani, Flavio Ubaldini |
| 1995 | IWANN | Implementation and Evaluation of a Relevance Feedback Device Based on Neural Networks. | Fabio Crestani |
| 1995 | SIGIR | Probability Kinematics in Information Retrieval. | Fabio Crestani, C. J. van Rijsbergen |
| 1993 | IWANN | An Adaptive Information Retrieval System Based on Neural Networks. | Fabio Crestani |
| 1993 | SAC | A Methodology for the Automatic Construction of a Hypertext for Information Retrieval. | Maristella Agosti, Fabio Crestani |