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cs.CL2024
Probing Language Models on Their Knowledge Source
Zineddine Tighidet, Andrea Mogini, Jiali Mei +2
Large Language Models (LLMs) often encounter conflicts between their learned, internal (parametric knowledge, PK) and external knowledge provided during inference (contextual knowl…
cs.CL2024
MEXMA: Token-level objectives improve sentence representations
João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari +1
Current pre-trained cross-lingual sentence encoders approaches use sentence-level objectives only. This can lead to loss of information, especially for tokens, which then degrades…