Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

4 November 2016

Papers citing "Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies"

46 / 496 papers shown

Title
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 37 743 0 10 Jul 2018
Revisiting the Hierarchical Multiscale LSTM Ákos Kádár Marc-Alexandre Côté Grzegorz Chrupała A. Alishahi 22 13 0 10 Jul 2018
Finding Syntax in Human Encephalography with Beam Search John T. Hale Chris Dyer A. Kuncoro Jonathan Brennan 42 132 0 11 Jun 2018
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis Yuichiroh Matsubayashi Kentaro Inui 15 11 0 11 Jun 2018
Are All Languages Equally Hard to Language-Model? Ryan Cotterell Sabrina J. Mielke Jason Eisner Brian Roark 16 94 0 10 Jun 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 92 1,376 0 31 May 2018
LSTMs Exploit Linguistic Attributes of Data Nelson F. Liu Omer Levy Roy Schwartz Chenhao Tan Noah A. Smith 17 15 0 29 May 2018
Inducing Grammars with and for Neural Machine Translation Ke M. Tran Yonatan Bisk 28 22 0 28 May 2018
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context Urvashi Khandelwal He He Peng Qi Dan Jurafsky RALM 16 294 0 12 May 2018
State Gradients for RNN Memory Analysis Lyan Verwimp Hugo Van hamme Vincent Renkens P. Wambacq 13 6 0 11 May 2018
Deep RNNs Encode Soft Hierarchical Syntax Terra Blevins Omer Levy Luke Zettlemoyer 32 110 0 11 May 2018
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum Omer Levy Kenton Lee Nicholas FitzGerald Luke Zettlemoyer RALM 19 34 0 09 May 2018
The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models Noah Weber L. Shekhar Niranjan Balasubramanian 102 30 0 03 May 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 883 0 03 May 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 19 41 0 25 Apr 2018
Scheduled Multi-Task Learning: From Syntax to Translation E. Kiperwasser Miguel Ballesteros 30 82 0 24 Apr 2018
Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks Diego Marcheggiani Jasmijn Bastings Ivan Titov GNN NAI 30 184 0 23 Apr 2018
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation Adam Poliak Aparajita Haldar Rachel Rudinger J. E. Hu Ellie Pavlick Aaron Steven White Benjamin Van Durme AI4CE 28 0 0 23 Apr 2018
What's Going On in Neural Constituency Parsers? An Analysis David Gaddy Mitchell Stern Dan Klein NAI 14 74 0 20 Apr 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 25 502 0 29 Mar 2018
IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning Ronan Riochet M. Castro Mathieu Bernard Adam Lerer Rob Fergus Véronique Izard Emmanuel Dupoux 36 76 0 20 Mar 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure Ke M. Tran Arianna Bisazza Christof Monz 40 150 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 42 80 0 25 Feb 2018
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks Yonatan Belinkov Lluís Màrquez i Villodre Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass 21 162 0 23 Jan 2018
Evaluating neural network explanation methods using hybrid documents and morphological agreement Nina Pörner Benjamin Roth Hinrich Schütze 11 9 0 19 Jan 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 29 274 0 18 Jan 2018
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples Gail Weiss Yoav Goldberg Eran Yahav 11 184 0 27 Nov 2017
Inducing Regular Grammars Using Recurrent Neural Networks Mor Cohen Avi Caciularu Idan Rejwan Jonathan Berant NAI 13 13 0 28 Oct 2017
Understanding Early Word Learning in Situated Artificial Agents Felix Hill S. Clark Karl Moritz Hermann Phil Blunsom LM&Ro 19 32 0 26 Oct 2017
Refining Source Representations with Relation Networks for Neural Machine Translation Wen Zhang Jiawei Hu Yang Feng Qun Liu 27 7 0 12 Sep 2017
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields Fei Liu Timothy Baldwin Trevor Cohn 16 18 0 12 Sep 2017
Do latent tree learning models identify meaningful structure in sentences? Adina Williams Andrew Drozdov Samuel R. Bowman 35 21 0 04 Sep 2017
Assessing the Stylistic Properties of Neurally Generated Text in Authorship Attribution Enrique Manjavacas J. D. Gussem Walter Daelemans M. Kestemont DeLMO 14 10 0 18 Aug 2017
Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1 H. T. M. Dinh Dino Ienco R. Gaetano N. Lalande Emile Ndikumana F. Osman P. Maurel 6 21 0 11 Aug 2017
Encoding of phonology in a recurrent neural model of grounded speech A. Alishahi Marie Barking Grzegorz Chrupała 18 58 0 12 Jun 2017
Exploring the Syntactic Abilities of RNNs with Multi-task Learning Émile Enguehard Yoav Goldberg Tal Linzen 14 28 0 12 Jun 2017
Learning Structured Text Representations Yang Liu Mirella Lapata 18 151 0 25 May 2017
Recurrent Additive Networks Kenton Lee Omer Levy Luke Zettlemoyer GNN AI4CE 25 38 0 21 May 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 30 634 0 29 Apr 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation Jasmijn Bastings Ivan Titov Wilker Aziz Diego Marcheggiani K. Simaán GNN 32 492 0 15 Apr 2017
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks Dino Ienco R. Gaetano Claire Dupaquier P. Maurel 19 199 0 13 Apr 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 11 829 0 14 Mar 2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling Diego Marcheggiani Anton Frolov Ivan Titov 16 110 0 10 Jan 2017
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs Rico Sennrich 16 165 0 14 Dec 2016
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner Emmanuel Dupoux 29 152 0 29 Jul 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 27 162 0 29 Feb 2016