Search Results for author: Pranav Kasela

Found 5 papers, 3 papers with code

DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-Experts

1 code implementation20 Mar 2024 Pranav Kasela, Gabriella Pasi, Raffaele Perego, Nicola Tonellotto

Open-domain question answering requires retrieval systems able to cope with the diverse and varied nature of questions, providing accurate answers across a broad spectrum of query types and topics.

Information Retrieval Open-Domain Question Answering +1

SE-PEF: a Resource for Personalized Expert Finding

1 code implementation20 Sep 2023 Pranav Kasela, Gabriella Pasi, Raffaele Perego

The problem of personalization in Information Retrieval has been under study for a long time.

Information Retrieval Retrieval

Denoising Attention for Query-aware User Modeling in Personalized Search

no code implementations30 Aug 2023 Elias Bassani, Pranav Kasela, Gabriella Pasi

This approach allows taking into account the diversity of the user's interests by giving more importance to those related to the current search performed by the user.

Denoising Information Retrieval +1

Utilizing ChatGPT to Enhance Clinical Trial Enrollment

no code implementations3 Jun 2023 Georgios Peikos, Symeon Symeonidis, Pranav Kasela, Gabriella Pasi

Clinical trials are a critical component of evaluating the effectiveness of new medical interventions and driving advancements in medical research.

Language Modelling Large Language Model +1

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