33 citations · 33 across the 3 of their papers we have counts for
3 papers
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…
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…
Social Bootstrapping: How Pinterest and Last.fm Social Communities Benefit by Borrowing Links from Facebook
Changtao Zhong, Mostafa Salehi, Sunil Shah +3
How does one develop a new online community that is highly engaging to each user and promotes social interaction? A number of websites offer friend-finding features that help users…