33 citations · 33 across the 3 of their papers we have counts for
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cs.CL2024
Unifying Linear-Time Attention via Latent Probabilistic Modelling
Rares Dolga, Lucas Maystre, Marius Cobzarenco +1
Transformers have achieved state-of-the-art results across a range of domains, but their quadratic attention mechanism poses significant challenges for long-sequence modelling. Rec…
cs.CL2023
Generalized Multiple Intent Conditioned Slot Filling
Harshil Shah, Arthur Wilcke, Marius Cobzarenco +3
Natural language understanding includes the tasks of intent detection (identifying a user's objectives) and slot filling (extracting the entities relevant to those objectives). Pri…