Exploring the Syntactic Abilities of RNNs with Multi-task Learning

12 June 2017

Papers citing "Exploring the Syntactic Abilities of RNNs with Multi-task Learning"

19 / 19 papers shown

Title
A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing William Timkey Tal Linzen 34 17 0 24 Oct 2023
Syntactic Surprisal From Neural Models Predicts, But Underestimates, Human Processing Difficulty From Syntactic Ambiguities Suhas Arehalli Brian Dillon Tal Linzen 98 42 0 21 Oct 2022
Discourse structure interacts with reference but not syntax in neural language models Forrest Davis Marten van Schijndel 54 20 0 10 Oct 2020
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages Tyler A. Chang Anna N. Rafferty 59 2 0 17 May 2020
Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment Forrest Davis Marten van Schijndel 52 23 0 01 May 2020
An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models Hiroshi Noji Hiroya Takamura 59 14 0 06 Apr 2020
Assessing the Memory Ability of Recurrent Neural Networks Cheng Zhang Qiuchi Li L. Hua D. Song 24 6 0 18 Feb 2020
Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks R. Thomas McCoy Robert Frank Tal Linzen 91 109 0 10 Jan 2020
Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models Grusha Prasad Marten van Schijndel Tal Linzen 79 52 0 23 Sep 2019
Quantity doesn't buy quality syntax with neural language models Marten van Schijndel Aaron Mueller Tal Linzen 84 69 0 31 Aug 2019
What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Miryam de Lhoneux Sara Stymne Joakim Nivre 34 3 0 18 Jul 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 138 26 0 14 Jun 2019
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages Shauli Ravfogel Yoav Goldberg Tal Linzen 81 71 0 15 Mar 2019
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State Richard Futrell Ethan Gotlieb Wilcox Takashi Morita Peng Qian Miguel Ballesteros R. Levy MILM 128 196 0 08 Mar 2019
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency Richard Futrell Ethan Gotlieb Wilcox Takashi Morita R. Levy 86 58 0 05 Sep 2018
Targeted Syntactic Evaluation of Language Models Rebecca Marvin Tal Linzen 94 417 0 27 Aug 2018
Distinct patterns of syntactic agreement errors in recurrent networks and humans Tal Linzen Brian Leonard 65 46 0 18 Jul 2018
Are All Languages Equally Hard to Language-Model? Ryan Cotterell Sabrina J. Mielke Jason Eisner Brian Roark 86 97 0 10 Jun 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 110 505 0 29 Mar 2018