Analyzing Uncertainty in Neural Machine Translation

28 February 2018

Papers citing "Analyzing Uncertainty in Neural Machine Translation"

29 / 179 papers shown

Title
Mixture Content Selection for Diverse Sequence Generation Jaemin Cho Minjoon Seo Hannaneh Hajishirzi 17 61 0 04 Sep 2019
Improving Back-Translation with Uncertainty-based Confidence Estimation Shuo Wang Yang Liu Chao Wang Huanbo Luan Maosong Sun UQLM 24 81 0 31 Aug 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 11 152 0 27 Aug 2019
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior Raphael Shu Jason D. Lee Hideki Nakayama Kyunghyun Cho BDL 17 115 0 20 Aug 2019
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting Sebastian Borgeaud Guy Edward Toh Emerson 12 18 0 17 Aug 2019
Generalizing Back-Translation in Neural Machine Translation Miguel Graça Yunsu Kim Julian Schamper Shahram Khadivi Hermann Ney 9 48 0 17 Jun 2019
Calibration, Entropy Rates, and Memory in Language Models M. Braverman Xinyi Chen Sham Kakade Karthik Narasimhan Cyril Zhang Yi Zhang 11 38 0 11 Jun 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 30 1,908 0 06 Jun 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 23 3,125 0 01 Apr 2019
Calibration of Encoder Decoder Models for Neural Machine Translation Aviral Kumar Sunita Sarawagi 11 98 0 03 Mar 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade T. Shen Myle Ott Michael Auli MarcÁurelio Ranzato MoE 14 148 0 20 Feb 2019
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English Francisco Guzmán Peng-Jen Chen Myle Ott J. Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary MarcÁurelio Ranzato 20 143 0 04 Feb 2019
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input Junliang Guo Xu Tan Di He Tao Qin Linli Xu Tie-Yan Liu 9 125 0 23 Dec 2018
Extractive Summary as Discrete Latent Variables Aran Komatsuzaki 11 3 0 14 Nov 2018
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 121 215 0 06 Nov 2018
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation Xing Niu Weijia Xu Marine Carpuat 19 17 0 02 Nov 2018
Adaptive Input Representations for Neural Language Modeling Alexei Baevski Michael Auli 21 386 0 28 Sep 2018
FRAGE: Frequency-Agnostic Word Representation Chengyue Gong Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu OOD 18 144 0 18 Sep 2018
Quantum Statistics-Inspired Neural Attention Aristotelis Charalampous S. Chatzis 14 0 0 17 Sep 2018
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction Kazuma Hashimoto Yoshimasa Tsuruoka 8 7 0 05 Sep 2018
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation Yilin Yang Liang Huang Mingbo Ma 26 92 0 28 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
Scaling Neural Machine Translation Myle Ott Sergey Edunov David Grangier Michael Auli AIMat 19 610 0 01 Jun 2018
On the Impact of Various Types of Noise on Neural Machine Translation Huda Khayrallah Philipp Koehn AAML 26 217 0 31 May 2018
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation Matt Post David Vilar 11 311 0 18 Apr 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 50 185 0 14 Nov 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 215 1,207 0 12 Jun 2017
Neural versus Phrase-Based Machine Translation Quality: a Case Study L. Bentivogli Arianna Bisazza Mauro Cettolo Marcello Federico 191 328 0 16 Aug 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015