Analyzing Uncertainty in Neural Machine Translation

28 February 2018

Papers citing "Analyzing Uncertainty in Neural Machine Translation"

50 / 179 papers shown

Title
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation Eleftheria Briakou Marine Carpuat 11 13 0 31 May 2021
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? Weijia Xu Shuming Ma Dongdong Zhang Marine Carpuat 16 19 0 27 May 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation Mathias Müller Rico Sennrich 16 59 0 18 May 2021
Data-Driven Strategies for Hierarchical Predictive Control in Unknown Environments Charlott Vallon Francesco Borrelli 4 14 0 13 May 2021
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction Zhenghao Liu Xiaoyuan Yi Maosong Sun Liner Yang Tat-Seng Chua 28 24 0 10 May 2021
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning Xiang Zhou Yixin Nie Mohit Bansal UQCV 14 28 0 18 Apr 2021
Sentence-Permuted Paragraph Generation W. Yu Chenguang Zhu Tong Zhao Zhichun Guo Meng-Long Jiang 6 11 0 15 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 17 85 0 14 Apr 2021
On Hallucination and Predictive Uncertainty in Conditional Language Generation Yijun Xiao W. Wang HILM 8 182 0 28 Mar 2021
Searching for Search Errors in Neural Morphological Inflection Martina Forster Clara Meister Ryan Cotterell 28 5 0 16 Feb 2021
Capturing Label Distribution: A Case Study in NLI Shujian Zhang Chengyue Gong Eunsol Choi 32 8 0 13 Feb 2021
Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models Alina Roitberg Monica Haurilet Manuel Martínez Rainer Stiefelhagen UQCV 37 6 0 02 Jan 2021
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade Jiatao Gu X. Kong 23 135 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 96 77 0 29 Dec 2020
Why Neural Machine Translation Prefers Empty Outputs Xing Shi Yijun Xiao Kevin Knight AAML 17 9 0 24 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 17 409 0 02 Dec 2020
Decoding and Diversity in Machine Translation Nicholas Roberts Davis Liang Graham Neubig Zachary Chase Lipton 6 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 45 1,877 0 12 Nov 2020
Data Troubles in Sentence Level Confidence Estimation for Machine Translation Ciprian Chelba Junpei Zhou Yuezhang Li Li Hideto Kazawa J. Klingner Mengmeng Niu 15 4 0 26 Oct 2020
Measuring the `I don't know' Problem through the Lens of Gricean Quantity Huda Khayrallah João Sedoc 4 4 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
Generating Diverse Translation from Model Distribution with Dropout Xuanfu Wu Yang Feng Chenze Shao 17 13 0 16 Oct 2020
Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu Shrey Desai Greg Durrett UQLM 6 47 0 15 Oct 2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three Steven Reich David Mueller Nicholas Andrews BDL OOD UQCV 19 13 0 13 Oct 2020
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Luxi Xing Weihua Luo UQLM BDL 16 22 0 09 Oct 2020
If beam search is the answer, what was the question? Clara Meister Tim Vieira Ryan Cotterell 6 138 0 06 Oct 2020
KoBE: Knowledge-Based Machine Translation Evaluation Zorik Gekhman Roee Aharoni Genady Beryozkin Markus Freitag Wolfgang Macherey 10 15 0 23 Sep 2020
Target Conditioning for One-to-Many Generation Marie-Anne Lachaux Armand Joulin Guillaume Lample 6 13 0 21 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 20 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 8 10 0 04 Aug 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 13 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 12 181 0 21 May 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 8 130 0 20 May 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 6 155 0 07 May 2020
On the Inference Calibration of Neural Machine Translation Shuo Wang Zhaopeng Tu Shuming Shi Yang Liu 19 80 0 03 May 2020
Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing Clara Meister Elizabeth Salesky Ryan Cotterell UQCV 6 61 0 02 May 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson Matt Post LRM 11 188 0 30 Apr 2020
Trading Off Diversity and Quality in Natural Language Generation Hugh Zhang Daniel Duckworth Daphne Ippolito Arvind Neelakantan 17 93 0 22 Apr 2020
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 26 33 0 24 Feb 2020
Uncertainty Estimation in Autoregressive Structured Prediction A. Malinin Mark J. F. Gales UQLM 14 9 0 18 Feb 2020
On the Discrepancy between Density Estimation and Sequence Generation Jason D. Lee Dustin Tran Orhan Firat Kyunghyun Cho 8 11 0 17 Feb 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 17 310 0 04 Dec 2019
Deep Learning for Symbolic Mathematics Guillaume Lample François Charton 3DGS 26 403 0 02 Dec 2019
Generating Diverse Translation by Manipulating Multi-Head Attention Zewei Sun Shujian Huang Hao-Ran Wei Xinyu Dai Jiajun Chen 6 34 0 21 Nov 2019
Ask to Learn: A Study on Curiosity-driven Question Generation Thomas Scialom Jacopo Staiano 25 24 0 08 Nov 2019
Understanding Knowledge Distillation in Non-autoregressive Machine Translation Chunting Zhou Graham Neubig Jiatao Gu 19 220 0 07 Nov 2019
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 24 276 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 8 24 0 28 Sep 2019
Improved Variational Neural Machine Translation by Promoting Mutual Information Arya D. McCarthy Xian Li Jiatao Gu Ning Dong DRL 22 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 6 189 0 05 Sep 2019