10 citations · 12 across the 6 of their papers we have counts for
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cs.CL2024★ 10 cited
Large Concept Models: Language Modeling in a Sentence Representation Space
LCM team, Loïc Barrault, Paul-Ambroise Duquenne +18
LLMs have revolutionized the field of artificial intelligence and have emerged as the de-facto tool for many tasks. The current established technology of LLMs is to process input a…
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…