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Analyzing Uncertainty in Neural Machine Translation

28 February 2018

Papers citing "Analyzing Uncertainty in Neural Machine Translation"

50 / 107 papers shown

Title
Data-Driven Strategies for Hierarchical Predictive Control in Unknown Environments Charlott Vallon Francesco Borrelli 42 14 0 13 May 2021
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning Xiang Zhou Yixin Nie Joey Tianyi Zhou UQCV 51 29 0 18 Apr 2021
Sentence-Permuted Paragraph Generation Wenhao Yu Chenguang Zhu Tong Zhao Zhichun Guo Meng Jiang 40 11 0 15 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 128 91 0 14 Apr 2021
On Hallucination and Predictive Uncertainty in Conditional Language Generation Yijun Xiao Wenjie Wang HILM 169 192 0 28 Mar 2021
Searching for Search Errors in Neural Morphological Inflection Martina Forster Clara Meister Ryan Cotterell 67 5 0 16 Feb 2021
Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models Alina Roitberg Monica Haurilet Manuel Martínez Rainer Stiefelhagen UQCV 48 6 0 02 Jan 2021
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade Jiatao Gu X. Kong 91 137 0 31 Dec 2020
Understanding and Improving Lexical Choice in Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu 174 77 0 29 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 67 439 0 02 Dec 2020
Decoding and Diversity in Machine Translation Nicholas Roberts Davis Liang Graham Neubig Zachary Chase Lipton 59 21 0 26 Nov 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 357 1,947 0 12 Nov 2020
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation Elena Voita Rico Sennrich Ivan Titov 87 86 0 21 Oct 2020
Generating Diverse Translation from Model Distribution with Dropout Xuanfu Wu Yang Feng Chenze Shao 38 13 0 16 Oct 2020
Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu Shrey Desai Greg Durrett UQLM 81 47 0 15 Oct 2020
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Luxi Xing Weihua Luo UQLM BDL 65 22 0 09 Oct 2020
If beam search is the answer, what was the question? Clara Meister Tim Vieira Ryan Cotterell 76 143 0 06 Oct 2020
KoBE: Knowledge-Based Machine Translation Evaluation Zorik Gekhman Roee Aharoni Genady Beryozkin Markus Freitag Wolfgang Macherey 79 15 0 23 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 82 12 0 15 Sep 2020
Taking Notes on the Fly Helps BERT Pre-training Qiyu Wu Chen Xing Yatao Li Guolin Ke Di He Tie-Yan Liu 49 10 0 04 Aug 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 59 10 0 04 Jun 2020
Unsupervised Quality Estimation for Neural Machine Translation M. Fomicheva Shuo Sun Lisa Yankovskaya Frédéric Blain Francisco Guzmán Mark Fishel Nikolaos Aletras Vishrav Chaudhary Lucia Specia UQLM 91 209 0 21 May 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 89 136 0 20 May 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 79 161 0 07 May 2020
On the Inference Calibration of Neural Machine Translation Shuo Wang Zhaopeng Tu Shuming Shi Yang Liu 108 83 0 03 May 2020
Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing Clara Meister Elizabeth Salesky Ryan Cotterell UQCV 51 61 0 02 May 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson Matt Post LRM 65 190 0 30 Apr 2020
Trading Off Diversity and Quality in Natural Language Generation Hugh Zhang Daniel Duckworth Daphne Ippolito Arvind Neelakantan 75 99 0 22 Apr 2020
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 93 33 0 24 Feb 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 131 332 0 04 Dec 2019
Deep Learning for Symbolic Mathematics Guillaume Lample François Charton 3DGS 154 414 0 02 Dec 2019
Generating Diverse Translation by Manipulating Multi-Head Attention Zewei Sun Shujian Huang Hao-Ran Wei Xinyu Dai Jiajun Chen 67 34 0 21 Nov 2019
Ask to Learn: A Study on Curiosity-driven Question Generation Thomas Scialom Jacopo Staiano 76 24 0 08 Nov 2019
Understanding Knowledge Distillation in Non-autoregressive Machine Translation Chunting Zhou Graham Neubig Jiatao Gu 100 221 0 07 Nov 2019
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 99 289 0 29 Oct 2019
The Source-Target Domain Mismatch Problem in Machine Translation Jiajun Shen Peng-Jen Chen Matt Le Junxian He Jiatao Gu Myle Ott Michael Auli MarcÁurelio Ranzato 68 26 0 28 Sep 2019
Improved Variational Neural Machine Translation by Promoting Mutual Information Arya D. McCarthy Xian Li Jiatao Gu Ning Dong DRL 41 7 0 19 Sep 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow Xuezhe Ma Chunting Zhou Xian Li Graham Neubig Eduard H. Hovy AI4TS BDL 84 192 0 05 Sep 2019
Mixture Content Selection for Diverse Sequence Generation Jaemin Cho Minjoon Seo Hannaneh Hajishirzi 53 61 0 04 Sep 2019
Improving Back-Translation with Uncertainty-based Confidence Estimation Shuo Wang Yang Liu Chao Wang Huanbo Luan Maosong Sun UQLM 98 82 0 31 Aug 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 87 154 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 93 117 0 20 Aug 2019
Generalizing Back-Translation in Neural Machine Translation Miguel Graça Yunsu Kim Julian Schamper Shahram Khadivi Hermann Ney 49 48 0 17 Jun 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 216 1,960 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 138 3,159 0 01 Apr 2019
Calibration of Encoder Decoder Models for Neural Machine Translation Aviral Kumar Sunita Sarawagi 207 100 0 03 Mar 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade T. Shen Myle Ott Michael Auli MarcÁurelio Ranzato MoE 103 151 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 92 145 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 75 128 0 23 Dec 2018
Language GANs Falling Short Massimo Caccia Lucas Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 234 220 0 06 Nov 2018