Calibration of Encoder Decoder Models for Neural Machine Translation

3 March 2019

Papers citing "Calibration of Encoder Decoder Models for Neural Machine Translation"

29 / 79 papers shown

Title
Confidence-Aware Scheduled Sampling for Neural Machine Translation Yijin Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 28 14 0 22 Jul 2021
Knowing More About Questions Can Help: Improving Calibration in Question Answering Shujian Zhang Chengyue Gong Eunsol Choi UQLM 33 58 0 02 Jun 2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation Eleftheria Briakou Marine Carpuat 13 13 0 31 May 2021
Diversifying Dialog Generation via Adaptive Label Smoothing Yida Wang Yinhe Zheng Yong-jia Jiang Minlie Huang 28 37 0 30 May 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation Mathias Müller Rico Sennrich 18 59 0 18 May 2021
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning Xiang Zhou Yixin Nie Joey Tianyi Zhou UQCV 19 28 0 18 Apr 2021
Smoothing and Shrinking the Sparse Seq2Seq Search Space Ben Peters André F. T. Martins 6 17 0 18 Mar 2021
Searching for Search Errors in Neural Morphological Inflection Martina Forster Clara Meister Ryan Cotterell 30 5 0 16 Feb 2021
On Calibration of Scene-Text Recognition Models Ron Slossberg Oron Anschel Amir Markovitz Ron Litman Aviad Aberdam Shahar Tsiper Shai Mazor Jon Wu R. Manmatha 26 13 0 23 Dec 2020
Decoding and Diversity in Machine Translation Nicholas Roberts Davis Liang Graham Neubig Zachary Chase Lipton 8 21 0 26 Nov 2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three Steven Reich David Mueller Nicholas Andrews BDL OOD UQCV 24 13 0 13 Oct 2020
If beam search is the answer, what was the question? Clara Meister Tim Vieira Ryan Cotterell 8 138 0 06 Oct 2020
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation Wenxiang Jiao Xing Wang Shilin He Irwin King Michael R. Lyu Zhaopeng Tu 20 26 0 06 Oct 2020
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers Tim Z. Xiao Aidan Gomez Y. Gal UQLM 13 33 0 08 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 20 181 0 21 May 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 10 130 0 20 May 2020
On the Inference Calibration of Neural Machine Translation Shuo Wang Zhaopeng Tu Shuming Shi Yang Liu 19 80 0 03 May 2020
Calibrating Structured Output Predictors for Natural Language Processing Abhyuday N. Jagannatha Hong-ye Yu 22 28 0 09 Apr 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 243 290 0 17 Mar 2020
Uncertainty Estimation in Autoregressive Structured Prediction A. Malinin Mark J. F. Gales UQLM 22 9 0 18 Feb 2020
Temporal Probability Calibration Tim Leathart Maksymilian C. Polaczuk 8 7 0 07 Feb 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 311 0 04 Dec 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 11 152 0 27 Aug 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 46 1,909 0 06 Jun 2019
Bayesian Layers: A Module for Neural Network Uncertainty Dustin Tran Michael W. Dusenberry Mark van der Wilk Danijar Hafner UQCV BDL 21 120 0 10 Dec 2018
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam Mohammad Emtiyaz Khan Didrik Nielsen Voot Tangkaratt Wu Lin Y. Gal Akash Srivastava ODL 74 268 0 13 Jun 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016
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