461 citations · 1.1k across the 30 of their papers we have counts for
Showing 2016Show all
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cs.CL2016★ 27 cited
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies
Tal Linzen, Emmanuel Dupoux, Yoav Goldberg
The success of long short-term memory (LSTM) neural networks in language processing is typically attributed to their ability to capture long-distance statistical regularities. Ling…
cs.CL2016
Blind phoneme segmentation with temporal prediction errors
Paul Michel, Okko Räsänen, Roland Thiollière +1
Phonemic segmentation of speech is a critical step of speech recognition systems. We propose a novel unsupervised algorithm based on sequence prediction models such as Markov chain…
cs.CL2016★ 216 cited
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner
Emmanuel Dupoux
During their first years of life, infants learn the language(s) of their environment at an amazing speed despite large cross cultural variations in amount and complexity of the ava…