Research Interests
- Information Retrieval: Personalized information retrieval, expert finding, context-aware information retrieval
Publications
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A Multi-Domain Benchmark for Personalized Search Evaluation
Elias Bassani, Pranav Kasela, Alessandro Raganato, Gabriella Pasi
CIKM ‘22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management.
[PDF] [Code] [Baselines Code] -
SE-PEF: a Resource for Personalized Expert Finding
Pranav Kasela, Gabriella Pasi, Raffaele Perego
SIGIR-AP ‘23: Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region.
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DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts
Pranav Kasela, Gabriella Pasi, Raffaele Perego, Nicola Tonellotto
ECIR ‘24: European Conference on Information Retrieval
[PDF] [Code] -
SE-PQA: Personalized Community Question Answering
Pranav Kasela, Marco Braga, Gabriella Pasi, Raffaele Perego
WWW ‘24: Companion Proceedings of the ACM on Web Conference 2024
[PDF] [Code] -
Utilizing ChatGPT to Enhance Clinical Trial Enrollment
Georgios Peikos, Symeon Symeonidis, Pranav Kasela, Gabriella Pasi
Arxiv
[PDF] -
Denoising Attention for Query-aware User Modeling in Personalized Search
Elias Bassani, Pranav Kasela, Gabriella Pasi
NAACL ‘24: Annual Conference of the North American Chapter of the Association for Computational Linguistics.
[PDF] -
Synthetic Data Generation with Large Language Models for Personalized Community Question Answering
Marco Braga, Pranav Kasela, Alessandro Raganato, Gabriella Pasi
WI-IAT ‘24: 2024 IEEE International Conference on Web Intelligence and Intelligent Agent Technology.
[PDF] [Code] -
Leveraging Large Language Models for Medical Information Extraction and Query Generation
Georgios Peikos, Pranav Kasela, Gabriella Pasi
WI-IAT ‘24: 2024 IEEE International Conference on Web Intelligence and Intelligent Agent Technology.
[PDF] [Code] -
Investigating Mixture of Experts in Dense Retrieval
Effrosyni Sokli, Pranav Kasela, Georgios Peikos, Gabriella Pasi
Arxiv
[PDF] -
PARK: Personalized Academic Retrieval with Knowledge-Graphs
Pranav Kasela, Gabriella Pasi, Raffaele Perego
SSRN Electronic Journal (Preprint)
[PDF]
Services
- Conference Reviews:
- ICTIR 2022, ICTIR 2023
- CIKM 2023, CIKM 2024
- ECIR 2024, ECIR 2025
- RecSys 2024
- SIGIR 2025
- ECAI 2025
- ACL 2025
- Journal Reviews:
- Computers in Biology and Medicine
Teaching
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Information Retrieval 2022/2023
Teaching Assistant
Master Degree in Computer Science
University of Milano-Bicocca -
Text Mining & Search 2022/2023
Tutor
Master Degree in Data Science
University of Milano-Bicocca -
Information Retrieval 2023/2024
Teaching Assistant
Master Degree in Computer Science
University of Milano-Bicocca -
Text Mining & Search 2023/2024
Teaching Assistant
Master Degree in Computer Science
University of Milano-Bicocca -
Information Retrieval and Recommender Systems 2024/2025
Teaching Assistant
Bachelor’s Degree in Artificial Intelligence
University of Pavia and University of Milano-Bicocca