activity
20172023
most citedDual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks

47 citations · 51 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.CL2023

IDAS: Intent Discovery with Abstractive Summarization

Maarten De Raedt, Fréderic Godin, Thomas Demeester +1

Intent discovery is the task of inferring latent intents from a set of unlabeled utterances, and is a useful step towards the efficient creation of new conversational agents. We sh…

cs.LG2023★ 1 cited

Linear pretraining in recurrent mixture density networks

Hubert Normandin-Taillon, Frédéric Godin, Chun Wang

We present a method for pretraining a recurrent mixture density network (RMDN). We also propose a slight modification to the architecture of the RMDN-GARCH proposed by Nikolaev et…