publications

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

2026

  1. OpenBioNER-v2: A suite of lightweight models for zero-shot medical named entity recognition via type descriptions
    Alessio Cocchieri, Giacomo Frisoni, Francesco Zangrillo, and 4 more authors
    Expert Syst. Appl., 2026
    DOI
  2. ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks?
    Alessio Cocchieri, Luca Ragazzi, Giuseppe Tagliavini, and 1 more author
    In Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 1: Long Papers, Rabat, Morocco, March 24-29, 2026, 2026

2025

  1. ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions
    Alessio Cocchieri, Marcos Martı́nez Galindo, Giacomo Frisoni, and 3 more authors
    In Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025
  2. "What do you call a dog that is incontrovertibly true? Dogma": Testing LLM Generalization through Humor
    Alessio Cocchieri, Luca Ragazzi, Paolo Italiani, and 2 more authors
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025
  3. FEAST: Retrieval-Augmented Multi-Hierarchical Food Classification for the FoodEx2 System
    Lorenzo Molfetta, Alessio Cocchieri, Stefano Fantazzini, and 3 more authors
    In ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy - Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025), 2025
    DOI
  4. Can Large Language Models Win the International Mathematical Games?
    Alessio Cocchieri, Luca Ragazzi, Giuseppe Tagliavini, and 3 more authors
    In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025
    DOI
  5. OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description
    Alessio Cocchieri, Giacomo Frisoni, Marcos Martı́nez Galindo, and 3 more authors
    In Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025
    DOI

2024

  1. To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
    Giacomo Frisoni, Alessio Cocchieri, Alex Presepi, and 2 more authors
    In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024
    DOI