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    Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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    Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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    A Regression Framework to Interpret the Robustness of Recommender Systems Against Shilling Attacks
    Yashar Deldjoo | Tommaso Di Noia | Eugenio Di Sciascio | Felice Antonio Merra

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    AURYGA: A Recommender System for Game Tagging
    Riccardo Rubei | Claudio Di Sipio

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    An Investigation on the Impact of Natural Language on Conversational Recommendations
    Andrea Iovine | Fedelucio Narducci | Marco de Gemmis | Giovanni Semeraro

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    An Overview on Evaluation Labs and Open Issues in Health-related Credible Information Retrieval
    Rishabh Upadhyay | Gabriella Pasi | Marco Viviani

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    Combining Mitigation Treatments against Biases in Personalized Rankings: Use Case on Item Popularity
    Ludovico Boratto | Gianni Fenu | Mirko Marras

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    Do Hard Topics Exist? A Statistical Analysis
    J. Shane Culpepper | Guglielmo Faggioli | Nicola Ferro | Oren Kurland

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    Extracting Relations from Italian Wikipedia using Unsupervised Information Extraction
    Pierluigi Cassotti | Lucia Siciliani | Pierpaolo Basile | Marco de Gemmis | Pasquale Lops

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    FashionSearch++: Improving Consumer-to-Shop Clothes Retrieval with Hard Negatives
    Davide Morelli | Marcella Cornia | Rita Cucchiara

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    GUapp: Enhancing Job Recommendations with Knowledge Graphs
    Giovanni Maria Biancofiore | Tommaso Di Noia | Eugenio Di Sciascio | Fedelucio Narducci | Paolo Pastore

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    Garbled-Word Embeddings for Jumbled Text
    Gianluca Sperduti | Alejandro Moreo | Fabrizio Sebastiani

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    Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification
    Andrea Pedrotti | Fabrizio Sebastiani | Alejandro Moreo

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    Holistic Summarization of Recommender Systems Results
    Noemi Mauro | Zhongli Filippo Hu | Liliana Ardissono | Sara Capecchi | Gianmarco Izzi | Claudio Mattutino

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    How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation
    Vito Walter Anelli | Alejandro Bellogín | Antonio Ferrara | Daniele Malitesta | Felice Antonio Merra | Claudio Pomo | Francesco Maria Donini | Eugenio Di Sciascio | Tommaso Di Noia

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    Keyword Extraction for Improved Document Retrieval in Conversational Search
    Oleg Borisov | Mohammad Aliannejadi | Fabio Crestani

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    Measuring Gender Stereotype Reinforcement in Information Retrieval Systems
    Alessandro Fabris | Alberto Purpura | Gianmaria Silvello | Gian Antonio Susto

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    Measuring the Ranking Quality of Recommendations in a Two-Dimensional Carousel Setting
    Nicolò Felicioni | Maurizio Ferrari Dacrema | Fernando Benjamín Pérez Maurera | Paolo Cremonesi

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    Multidimensional Relevance in Legal and Health Domains
    Georgios Peikos | Gabriella Pasi

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    Neural IR for Domain-Specific Tasks
    Oscar Espitia | Gabriella Pasi

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    On Building Benchmark Datasets for Understudied Information Retrieval Tasks: the Case of Semantic Query Labeling
    Elias Bassani | Gabriella Pasi

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    On Single and Multiple Representations in Dense Passage Retrieval
    Craig Macdonald | Nicola Tonellotto | Iadh Ounis

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    Quality and Diversity of Recommender Systems Users' Choices: a Simulation Perspective
    Naieme Hazrati | Francesco Ricci

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    Reading Songs: A Computational Analysis of Popular Songs lyrics
    Silvia Corbara | Alessio Molinari

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    Recommending Third-party Library Updates with LSTM Neural Networks
    Phuong Thanh Nguyen | Juri Di Rocco | Riccardo Rubei | Claudio Di Sipio | Davide Di Ruscio

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    Representing, Tracking and Revising the User's Knowledge: A Search Result Filter Framework
    Dima El Zein | Célia da Costa Pereira

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    SAFIR: a Semantic-Aware Neural Framework for IR
    Maristella Agosti | Stefano Marchesin | Gianmaria Silvello

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    Sequential Modeling in Vector Space
    Benyou Wang | Emanuele Di Buccio | Massimo Melucci

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    Similarity-Based Reasoning and Retrieval with Order-Sorted Feature Logic
    Gian Carlo Milanese | Gabriella Pasi

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    Sparse Embeddings for Recommender Systems with Knowledge Graphs
    Vito Walter Anelli | Tommaso Di Noia | Eugenio Di Sciascio | Antonio Ferrara | Alberto Carlo Maria Mancino

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    Towards a Human in the Loop Approach to Preserve Privacy in Images
    Andrea Mauri | Alessandro Bozzon

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    User-friendly Query Interfaces for the HOPE Project
    Diego Marcia | Manuela Sanguinetti | Maurizio Atzori

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    Using an Ensemble of Features for Personalized Recommendations of Scientific Publications
    Paolo Tenti | James Thomas | Rafael Peñaloza | Gabriella Pasi