most citedRiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams

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cs.IR2025

Impact of Shallow vs. Deep Relevance Judgments on BERT-based Reranking Models

Gabriel Iturra-Bocaz, Danny Vo, Petra Galuscakova

This paper investigates the impact of shallow versus deep relevance judgments on the performance of BERT-based reranking models in neural Information Retrieval. Shallow-judged data…

cs.IR2025

UiS-IAI@LiveRAG: Retrieval-Augmented Information Nugget-Based Generation of Responses

Weronika Łajewska, Ivica Kostric, Gabriel Iturra-Bocaz +2

Retrieval-augmented generation (RAG) faces challenges related to factual correctness, source attribution, and response completeness. The LiveRAG Challenge hosted at SIGIR'25 aims t…