Structural Supervision Improves Few-Shot Learning and Syntactic
Generalization in Neural Language Models

Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models

12 October 2020

Ethan Gotlieb Wilcox

Richard Futrell

Miguel Ballesteros

Papers citing "Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models"

11 / 11 papers shown

Title
A Systematic Assessment of Syntactic Generalization in Neural Language Models Jennifer Hu Jon Gauthier Peng Qian Ethan Gotlieb Wilcox R. Levy ELM 69 220 0 07 May 2020
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment Jaap Jumelet Willem H. Zuidema Dieuwke Hupkes LRM 58 37 0 19 Sep 2019
The emergence of number and syntax units in LSTM language models Yair Lakretz Germán Kruszewski T. Desbordes Dieuwke Hupkes S. Dehaene Marco Baroni 44 170 0 18 Mar 2019
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies Ethan Gotlieb Wilcox Peng Qian Richard Futrell Miguel Ballesteros R. Levy 53 56 0 03 Mar 2019
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency Richard Futrell Ethan Gotlieb Wilcox Takashi Morita R. Levy 44 57 0 05 Sep 2018
A Neural Model of Adaptation in Reading Marten van Schijndel Tal Linzen 74 62 0 29 Aug 2018
Targeted Syntactic Evaluation of Language Models Rebecca Marvin Tal Linzen 70 415 0 27 Aug 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 76 504 0 29 Mar 2018
Effective Inference for Generative Neural Parsing Mitchell Stern Daniel Fried Dan Klein 40 56 0 27 Jul 2017
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 87 524 0 25 Feb 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 195 7,729 0 31 Aug 2015