publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Preprint
    GradeSQL: Test-Time Inference with Outcome Reward Models for Text-to-SQL Generation from Large Language Models
    Mattia Tritto, Giuseppe Farano, Dario Di Palma, and 4 more authors
    arXiv, 2026
    DOI Code

2025

  1. SmaLLEXT@CIKM
    Exploring Approaches for Detecting Memorization of Recommender System Data in Large Language Models
    Antonio Colacicco, Vito Guida, Dario Di Palma, and 2 more authors
    SmaLLEXT@CIKM, 2025
    DOI
  2. ACL
    Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs
    Giovanni Servedio, Alessandro De Bellis, Dario Di Palma, and 2 more authors
    In ACL (Main), 2025
    DOI Code Poster
  3. ACL
    LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing
    Dario Di Palma, Alessandro De Bellis, Giovanni Servedio, and 3 more authors
    In ACL (Main), 2025
    DOI Code Poster
  4. SIGIR
    Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M
    Dario Di Palma, Felice Antonio Merra, Maurizio Sfilio, and 3 more authors
    In SIGIR, 2025
    🏆 Best Short Paper Award at SIGIR 2025 🏆
    DOI Code Poster
  5. GENNEXT@SIGIR
    Exploring Diversity, Novelty, and Popularity Bias in ChatGPT’s Recommendations
    Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, and 2 more authors
    GENNEXT@SIGIR, 2025
    DOI
  6. UMAP
    Content-Based or Collaborative? Insights from Inter-List Similarity Analysis of ChatGPT Recommendations
    Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, and 2 more authors
    In UMAP, 2025
    🎖️ Candidate for the Best LBR at UMAP 2025🎖️
    DOI Code
  7. Book Chapter
    Conversational user interfaces and agents
    Giovanni Maria Biancofiore, Dario Di Palma, Claudio Pomo, and 2 more authors
    In Human-Centered AI: An Illustrated Scientific Quest, 2025
    DOI

2024

  1. IIR
    Unveiling the Potential of Recommender Systems through Multi-Objective Metrics
    Vincenzo Paparella, Dario Di Palma, Vito Walter Anelli, and 2 more authors
    In IIR, 2024
    PDF
  2. IIR
    Beyond Words: Can ChatGPT Support State-of-the-Art Recommender Systems?
    Dario Di Palma, Giovanni Servedio, Vito Walter Anelli, and 4 more authors
    In IIR, 2024
    PDF

2023

  1. RecSys
    Retrieval-augmented Recommender System: Enhancing Recommender Systems with Large Language Models
    Dario Di Palma
    In RecSys, 2023
    PDF Slides
  2. RecSys
    Broadening the Scope: Evaluating the Potential of Recommender Systems beyond prioritizing Accuracy
    Vincenzo Paparella, Dario Di Palma, Vito Walter Anelli, and 1 more author
    In RecSys, 2023
    PDF Code Poster
  3. Preprint
    Evaluating ChatGPT as a Recommender System: A Rigorous Approach
    Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, and 3 more authors
    arXiv, 2023
    PDF Code
  4. IIR
    Examining Fairness in Graph-Based Collaborative Filtering: A Consumer and Producer Perspective
    Dario Di Palma, Vito Walter Anelli, Daniele Malitesta, and 4 more authors
    In IIR, 2023
    PDF