The next decade in AI: four steps towards robust artificial intelligence

G Marcus - arXiv preprint arXiv:2002.06177, 2020 - arxiv.org
Recent research in artificial intelligence and machine learning has largely emphasized
general-purpose learning and ever-larger training sets and more and more compute. In …

Localizing syntactic predictions using recurrent neural network grammars

JR Brennan, C Dyer, A Kuncoro, JT Hale - Neuropsychologia, 2020 - Elsevier
Brain activity in numerous perisylvian brain regions is modulated by the expectedness of
linguistic stimuli. We leverage recent advances in computational parsing models to test what …

Do domain-general executive resources play a role in linguistic prediction? Re-evaluation of the evidence and a path forward

R Ryskin, RP Levy, E Fedorenko - Neuropsychologia, 2020 - Elsevier
Most current accounts of language comprehension agree on a role for prediction, but they
disagree on the importance of domain-general executive resources in predictive behavior. In …

fMRI reveals language-specific predictive coding during naturalistic sentence comprehension

C Shain, IA Blank, M van Schijndel, W Schuler… - Neuropsychologia, 2020 - Elsevier
Much research in cognitive neuroscience supports prediction as a canonical computation of
cognition across domains. Is such predictive coding implemented by feedback from higher …

Gender differences in language are small but matter for disorders

M Wallentin - Handbook of clinical neurology, 2020 - Elsevier
Gender differences in language can be signs of cognitive differences, but can also by
themselves be the cause for such differences. Females have a slight linguistic advantage …

Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models

JL McClelland, F Hill, M Rudolph… - Proceedings of the …, 2020 - National Acad Sciences
Language is crucial for human intelligence, but what exactly is its role? We take language to
be a part of a system for understanding and communicating about situations. In humans …

GazeR: A package for processing gaze position and pupil size data

J Geller, MB Winn, T Mahr, D Mirman - Behavior research methods, 2020 - Springer
Eye-tracking is widely used throughout the scientific community, from vision science and
psycholinguistics to marketing and human-computer interaction. Surprisingly, there is little …

Does integrating a code-switch during comprehension engage cognitive control?

RM Adler, JR Valdés Kroff… - Journal of Experimental …, 2020 - psycnet.apa.org
We investigated whether bilinguals' integration of a code-switch during real-time
comprehension, which involves resolving among conflicting linguistic representations …

Learning to ignore: Long document coreference with bounded memory neural networks

S Toshniwal, S Wiseman, A Ettinger, K Livescu… - arXiv preprint arXiv …, 2020 - arxiv.org
Long document coreference resolution remains a challenging task due to the large memory
and runtime requirements of current models. Recent work doing incremental coreference …

[图书][B] Unbounded dependency constructions: Theoretical and experimental perspectives

RP Chaves, MT Putnam - 2020 - books.google.com
This book is about one of the most intriguing features of human communication systems: the
fact that words that go together in meaning can occur arbitrarily far away from each other. In …