evaluation metrics 1evidence reliability 1multi-step question answering 1search agents 1stress testing 1synthetic retrieval 1
From the 1 of 7 linked papers with an AI index.
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cs.CL2024
Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models
Elie Antoine, Frédéric Béchet, Philippe Langlais
This study investigates the behavior of model-integrated routers in Mixture of Experts (MoE) models, focusing on how tokens are routed based on their linguistic features, specifica…
cs.CL2024
WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models
Hichem Ammar Khodja, Frédéric Béchet, Quentin Brabant +2
The factuality of large language model (LLMs) tends to decay over time since events posterior to their training are "unknown" to them. One way to keep models up-to-date could be fa…