Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation

21 October 2020

Papers citing "Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation"

33 / 33 papers shown

Title
Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models Sepehr Kamahi Yadollah Yaghoobzadeh 81 0 0 21 Aug 2024
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 47 159 0 07 May 2020
The Early Phase of Neural Network Training Jonathan Frankle D. Schwab Ari S. Morcos 82 172 0 24 Feb 2020
Understanding Knowledge Distillation in Non-autoregressive Machine Translation Chunting Zhou Graham Neubig Jiatao Gu 54 221 0 07 Nov 2019
Towards Understanding Neural Machine Translation with Word Importance Shilin He Zhaopeng Tu Xing Wang Longyue Wang Michael R. Lyu Shuming Shi AAML 93 40 0 01 Sep 2019
Regularized Context Gates on Transformer for Machine Translation Xintong Li Lemao Liu Rui Wang Guoping Huang M. Meng 70 4 0 29 Aug 2019
Naver Labs Europe's Systems for the WMT19 Machine Translation Robustness Task Alexandre Berard Ioan Calapodescu Claude Roux VLM 53 59 0 15 Jul 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 111 1,139 0 23 May 2019
Using Monolingual Data in Neural Machine Translation: a Systematic Study Franck Burlot François Yvon 48 98 0 27 Mar 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 61 190 0 21 Dec 2018
Identifying and Controlling Important Neurons in Neural Machine Translation A. Bau Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass MILM 64 184 0 03 Nov 2018
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation Gongbo Tang Rico Sennrich Joakim Nivre 57 85 0 17 Oct 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures Gongbo Tang Mathias Müller Annette Rios Gonzales Rico Sennrich 64 263 0 27 Aug 2018
Context-Aware Neural Machine Translation Learns Anaphora Resolution Elena Voita P. Serdyukov Rico Sennrich Ivan Titov 73 296 0 25 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 331 893 0 03 May 2018
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle Michael Carbin 228 3,463 0 09 Mar 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 88 274 0 28 Feb 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 80 186 0 14 Nov 2017
What does Attention in Neural Machine Translation Pay Attention to? Hamidreza Ghader Christof Monz 56 103 0 09 Oct 2017
Curriculum Learning and Minibatch Bucketing in Neural Machine Translation Tom Kocmi Ondrej Bojar 45 141 0 29 Jul 2017
A causal framework for explaining the predictions of black-box sequence-to-sequence models David Alvarez-Melis Tommi Jaakkola CML 345 204 0 06 Jul 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 372 1,224 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 690 131,526 0 12 Jun 2017
What do Neural Machine Translation Models Learn about Morphology? Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass 103 414 0 11 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 188 5,986 0 04 Mar 2017
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs Rico Sennrich 84 166 0 14 Dec 2016
Context Gates for Neural Machine Translation Zhaopeng Tu Yang Liu Zhengdong Lu Xiaohua Liu Hang Li 53 137 0 22 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 410 10,482 0 21 Jul 2016
Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller Wojciech Samek FAtt 74 461 0 04 Apr 2016
Minimum Risk Training for Neural Machine Translation Shiqi Shen Yong Cheng Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 114 469 0 08 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 102 1,615 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 215 7,735 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014