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Alexia Allal

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#natural language process... Preprint Oct 2026

A Systematic Study of Semantic ID Spaces for Generative Information Retrieval

Generative Information Retrieval (GIR) has emerged as a transformative paradigm, shifting document retrieval from a traditional"retrieve-and-rank"workflow to sequence-to-sequence generation, where a model directly predicts document identifiers (DocIDs). While the semantic design of these DocIDs is known to be critical...

Alexia Allal, Hicham Randrianarivo, Sylvain Lamprier · 0 citations

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