What can linguistics and deep learning contribute to each other?

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What can linguistics and deep learning contribute to each other?

11 September 2018

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Papers citing "What can linguistics and deep learning contribute to each other?"

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Title
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 175 120 0 10 Apr 2025
Assessing Composition in Sentence Vector Representations Allyson Ettinger Ahmed Elgohary C. Phillips Philip Resnik CoGe 48 78 0 11 Sep 2018
A Neural Model of Adaptation in Reading Marten van Schijndel Tal Linzen 79 62 0 29 Aug 2018
Targeted Syntactic Evaluation of Language Models Rebecca Marvin Tal Linzen 81 416 0 27 Aug 2018
Distinct patterns of syntactic agreement errors in recurrent networks and humans Tal Linzen Brian Leonard 51 46 0 18 Jul 2018
Finding Syntax in Human Encephalography with Beam Search John T. Hale Chris Dyer A. Kuncoro Jonathan Brennan 72 134 0 11 Jun 2018
On the Practical Computational Power of Finite Precision RNNs for Language Recognition Gail Weiss Yoav Goldberg Eran Yahav 77 265 0 13 May 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 91 505 0 29 Mar 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure Ke M. Tran Arianna Bisazza Christof Monz 71 150 0 09 Mar 2018
Revisiting the poverty of the stimulus: hierarchical generalization without a hierarchical bias in recurrent neural networks R. Thomas McCoy Robert Frank Tal Linzen 78 81 0 25 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 101 905 0 04 Nov 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 89 527 0 25 Feb 2016