What do Neural Machine Translation Models Learn about Morphology?

11 April 2017

Papers citing "What do Neural Machine Translation Models Learn about Morphology?"

45 / 245 papers shown

Title
Discovery of Natural Language Concepts in Individual Units of CNNs Seil Na Yo Joong Choe Dong-Hyun Lee Gunhee Kim MILM 16 21 0 18 Feb 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 6 98 0 29 Jan 2019
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models Fahim Dalvi Nadir Durrani Hassan Sajjad Yonatan Belinkov A. Bau James R. Glass MILM 17 185 0 21 Dec 2018
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 36 547 0 21 Dec 2018
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 49 54 0 20 Dec 2018
The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging Barbara Plank Sigrid Klerke Zeljko Agic NAI 49 4 0 21 Nov 2018
Evaluating the Ability of LSTMs to Learn Context-Free Grammars Luzi Sennhauser Robert C. Berwick 6 57 0 06 Nov 2018
Investigating context features hidden in End-to-End TTS Kohki Mametani T. Kato Seiichi Yamamoto 10 9 0 04 Nov 2018
Identifying and Controlling Important Neurons in Neural Machine Translation A. Bau Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass MILM 18 180 0 03 Nov 2018
Understanding Learning Dynamics Of Language Models with SVCCA Naomi Saphra Adam Lopez 8 94 0 01 Nov 2018
Marrying Universal Dependencies and Universal Morphology Arya D. McCarthy Miikka Silfverberg Ryan Cotterell Mans Hulden David Yarowsky 11 45 0 15 Oct 2018
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis Kelly W. Zhang Samuel R. Bowman 24 70 0 26 Sep 2018
Character-Aware Decoder for Translation into Morphologically Rich Languages Adithya Renduchintala Pamela Shapiro Kevin Duh Philipp Koehn AI4CE 8 4 0 06 Sep 2018
BPE and CharCNNs for Translation of Morphology: A Cross-Lingual Comparison and Analysis Pamela Shapiro Kevin Duh 14 9 0 05 Sep 2018
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models Devendra Singh Sachan Graham Neubig MoE 16 114 0 01 Sep 2018
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? Fréderic Godin Kris Demuynck J. Dambre W. D. Neve T. Demeester AI4CE 21 17 0 28 Aug 2018
What do character-level models learn about morphology? The case of dependency parsing Clara Vania Andreas Grivas Adam Lopez AI4CE 10 24 0 28 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 27 425 0 27 Aug 2018
A Survey of the Usages of Deep Learning in Natural Language Processing Dan Otter Julian R. Medina Jugal Kalita VLM 25 11 0 27 Jul 2018
Lost in Translation: Analysis of Information Loss During Machine Translation Between Polysynthetic and Fusional Languages Manuel Mager Elisabeth Mager A. M. Urrea Ivan Vladimir Meza Ruiz Katharina Kann 21 20 0 01 Jul 2018
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 21 65 0 19 Jun 2018
Character-Level Models versus Morphology in Semantic Role Labeling Gözde Gül Sahin Mark Steedman 16 17 0 30 May 2018
LSTMs Exploit Linguistic Attributes of Data Nelson F. Liu Omer Levy Roy Schwartz Chenhao Tan Noah A. Smith 9 15 0 29 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 18 135 0 28 May 2018
Inducing Grammars with and for Neural Machine Translation Ke M. Tran Yonatan Bisk 12 22 0 28 May 2018
Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach Poorya Zaremoodi Gholamreza Haffari 6 19 0 11 May 2018
Deep RNNs Encode Soft Hierarchical Syntax Terra Blevins Omer Levy Luke Zettlemoyer 8 110 0 11 May 2018
The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models Noah Weber L. Shekhar Niranjan Balasubramanian 98 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 201 882 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 11 41 0 25 Apr 2018
Scheduled Multi-Task Learning: From Syntax to Translation E. Kiperwasser Miguel Ballesteros 9 82 0 24 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 20 0 0 23 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 27 328 0 30 Mar 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 20 502 0 29 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 14 11,483 0 15 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 13 162 0 23 Jan 2018
Synthetic and Natural Noise Both Break Neural Machine Translation Yonatan Belinkov Yonatan Bisk 35 735 0 06 Nov 2017
What does Attention in Neural Machine Translation Pay Attention to? Hamidreza Ghader Christof Monz 26 102 0 09 Oct 2017
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems Yonatan Belinkov James R. Glass 16 83 0 13 Sep 2017
Do latent tree learning models identify meaningful structure in sentences? Adina Williams Andrew Drozdov Samuel R. Bowman 32 21 0 04 Sep 2017
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging Hassan Sajjad Fahim Dalvi Nadir Durrani Ahmed Abdelali Yonatan Belinkov S. Vogel 20 29 0 02 Sep 2017
Learning Language Representations for Typology Prediction Chaitanya Malaviya Graham Neubig Patrick Littell 27 108 0 29 Jul 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
Neural versus Phrase-Based Machine Translation Quality: a Case Study L. Bentivogli Arianna Bisazza Mauro Cettolo Marcello Federico 191 328 0 16 Aug 2016
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation Ekaterina Vylomova Trevor Cohn Xuanli He Gholamreza Haffari 3DV 19 50 0 14 Jun 2016