What do Neural Machine Translation Models Learn about Morphology?

11 April 2017

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

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Title
What do pre-trained code models know about code? Anjan Karmakar Romain Robbes ELM 32 87 0 25 Aug 2021
What can Neural Referential Form Selectors Learn? Guanyi Chen F. Same Kees van Deemter 22 6 0 15 Aug 2021
Grounding Representation Similarity with Statistical Testing Frances Ding Jean-Stanislas Denain Jacob Steinhardt 22 30 0 03 Aug 2021
On the Difficulty of Translating Free-Order Case-Marking Languages Arianna Bisazza A. Ustun Stephan Sportel 36 9 0 13 Jul 2021
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis Shammur A. Chowdhury Nadir Durrani Ahmed M. Ali 36 12 0 01 Jul 2021
Memorization and Generalization in Neural Code Intelligence Models Md Rafiqul Islam Rabin Aftab Hussain Mohammad Amin Alipour Vincent J. Hellendoorn TDI 35 40 0 16 Jun 2021
How transfer learning impacts linguistic knowledge in deep NLP models? Nadir Durrani Hassan Sajjad Fahim Dalvi 13 48 0 31 May 2021
Computational Morphology with Neural Network Approaches Ling Liu AI4CE 29 8 0 19 May 2021
Fine-grained Interpretation and Causation Analysis in Deep NLP Models Hassan Sajjad Narine Kokhlikyan Fahim Dalvi Nadir Durrani MILM 30 8 0 17 May 2021
How Reliable are Model Diagnostics? V. Aribandi Yi Tay Donald Metzler 19 19 0 12 May 2021
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers Vladislav Mikhailov O. Serikov Ekaterina Artemova 12 9 0 26 Apr 2021
A multilabel approach to morphosyntactic probing Naomi Tachikawa Shapiro Amandalynne Paullada Shane Steinert-Threlkeld 34 10 0 17 Apr 2021
Effect of Post-processing on Contextualized Word Representations Hassan Sajjad Firoj Alam Fahim Dalvi Nadir Durrani 6 9 0 15 Apr 2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall Zexuan Zhong Dan Friedman Danqi Chen 14 403 0 12 Apr 2021
Probing BERT in Hyperbolic Spaces Boli Chen Yao Fu Guangwei Xu Pengjun Xie Chuanqi Tan Mosha Chen L. Jing 18 56 0 08 Apr 2021
Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification Lisa Meijer Flavius Frasincar Maria Mihaela Truşcǎ 14 4 0 29 Mar 2021
Local Interpretations for Explainable Natural Language Processing: A Survey Siwen Luo Hamish Ivison S. Han Josiah Poon MILM 33 48 0 20 Mar 2021
An empirical analysis of phrase-based and neural machine translation Hamidreza Ghader 21 1 0 04 Mar 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 405 0 24 Feb 2021
Evaluating Contextualized Language Models for Hungarian Judit Ács Dániel Lévai D. Nemeskey András Kornai 14 1 0 22 Feb 2021
HeBERT & HebEMO: a Hebrew BERT Model and a Tool for Polarity Analysis and Emotion Recognition Avihay Chriqui I. Yahav 31 36 0 03 Feb 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 269 346 0 01 Feb 2021
On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations Laura Pérez-Mayos Roberto Carlini Miguel Ballesteros Leo Wanner 27 7 0 27 Jan 2021
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings Katharina Kann Mauro M. Monsalve-Mercado 12 2 0 26 Jan 2021
To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph Sufeng Duan Hai Zhao MILM 22 0 0 16 Jan 2021
What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure Jui Shah Yaman Kumar Singla Changyou Chen R. Shah 25 81 0 02 Jan 2021
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Zhaopeng Tu AI4CE 19 35 0 29 Dec 2020
Towards a Universal Continuous Knowledge Base Gang Chen Maosong Sun Yang Liu 18 3 0 25 Dec 2020
diagNNose: A Library for Neural Activation Analysis Jaap Jumelet AI4CE 17 9 0 13 Nov 2020
CxGBERT: BERT meets Construction Grammar Harish Tayyar Madabushi Laurence Romain Dagmar Divjak P. Milin 11 38 0 09 Nov 2020
Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English Gongbo Tang Rico Sennrich Joakim Nivre 22 7 0 06 Nov 2020
Understanding Pre-trained BERT for Aspect-based Sentiment Analysis Hu Xu Lei Shu Philip S. Yu Bing-Quan Liu SSL 18 44 0 31 Oct 2020
Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu Caiming Xiong 13 20 0 26 Oct 2020
Deep Clustering of Text Representations for Supervision-free Probing of Syntax Vikram Gupta Haoyue Shi Kevin Gimpel Mrinmaya Sachan 29 9 0 24 Oct 2020
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation Elena Voita Rico Sennrich Ivan Titov 17 84 0 21 Oct 2020
Intrinsic Probing through Dimension Selection Lucas Torroba Hennigen Adina Williams Ryan Cotterell 20 57 0 06 Oct 2020
Analyzing Individual Neurons in Pre-trained Language Models Nadir Durrani Hassan Sajjad Fahim Dalvi Yonatan Belinkov MILM 11 104 0 06 Oct 2020
On the Sub-Layer Functionalities of Transformer Decoder Yilin Yang Longyue Wang Shuming Shi Prasad Tadepalli Stefan Lee Zhaopeng Tu 24 27 0 06 Oct 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers Marius Mosbach A. Khokhlova Michael A. Hedderich Dietrich Klakow 17 44 0 06 Oct 2020
Syntax Representation in Word Embeddings and Neural Networks -- A Survey Tomasz Limisiewicz David Marecek NAI 23 9 0 02 Oct 2020
Examining the rhetorical capacities of neural language models Zining Zhu Chuer Pan Mohamed Abdalla Frank Rudzicz 28 10 0 01 Oct 2020
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties Rochelle Choenni Ekaterina Shutova 20 37 0 27 Sep 2020
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation Rajiv Movva Jason Zhao 18 12 0 17 Sep 2020
An information theoretic view on selecting linguistic probes Zining Zhu Frank Rudzicz 20 19 0 15 Sep 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Measuring Memorization Effect in Word-Level Neural Networks Probing Rudolf Rosa Tomáš Musil David Marevcek 14 3 0 29 Jun 2020
Differentiable Window for Dynamic Local Attention Thanh-Tung Nguyen Xuan-Phi Nguyen Shafiq R. Joty Xiaoli Li 17 12 0 24 Jun 2020
Probing Neural Dialog Models for Conversational Understanding Abdelrhman Saleh Tovly Deutsch Stephen Casper Yonatan Belinkov Stuart M. Shieber 21 13 0 07 Jun 2020
Syntactic Structure Distillation Pretraining For Bidirectional Encoders A. Kuncoro Lingpeng Kong Daniel Fried Dani Yogatama Laura Rimell Chris Dyer Phil Blunsom 31 33 0 27 May 2020
A Systematic Assessment of Syntactic Generalization in Neural Language Models Jennifer Hu Jon Gauthier Peng Qian Ethan Gotlieb Wilcox R. Levy ELM 23 212 0 07 May 2020