Analyzing Uncertainty in Neural Machine Translation

28 February 2018

Papers citing "Analyzing Uncertainty in Neural Machine Translation"

50 / 179 papers shown

Title
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation Zhao Li Xuebo Liu Derek F. Wong Lidia S. Chao Min Zhang CLL 33 14 0 08 Dec 2022
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding Jianhao Yan Jin Xu Fandong Meng Jie Zhou Yue Zhang 16 3 0 08 Dec 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 35 5 0 22 Nov 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing Yiyuan Li Tong Che Yezhen Wang Zhengbao Jiang Caiming Xiong Snigdha Chaturvedi 26 6 0 14 Nov 2022
Conciseness: An Overlooked Language Task Felix Stahlberg Aashish Kumar Chris Alberti Shankar Kumar 16 1 0 08 Nov 2022
Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding Maximillian Chen Alexandros Papangelis Chenyang Tao Andrew Rosenbaum Seokhwan Kim Yang Liu Zhou Yu Dilek Z. Hakkani-Tür 39 32 0 25 Oct 2022
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation Dongkyu Lee Ka Chun Cheung N. Zhang 11 6 0 22 Oct 2022
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition Darcey Riley David Chiang 19 5 0 19 Oct 2022
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages Wenxiang Jiao Zhaopeng Tu Jiarui Li Wenxuan Wang Jen-tse Huang Shuming Shi 46 15 0 18 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt W. Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 175 86 0 10 Oct 2022
ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation Cunxiao Du Zhaopeng Tu Longyue Wang Jing Jiang 32 10 0 08 Oct 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 37 9 0 14 Sep 2022
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation Changtong Zan Liang Ding Li Shen Yu Cao Weifeng Liu Dacheng Tao 29 21 0 07 Sep 2022
A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation Kexun Zhang Rui Wang Xu Tan Junliang Guo Yi Ren Tao Qin Tie-Yan Liu 23 8 0 09 Jul 2022
On the Learning of Non-Autoregressive Transformers Fei Huang Tianhua Tao Hao Zhou Lei Li Minlie Huang AI4TS 29 24 0 13 Jun 2022
Bootstrapping Multi-view Representations for Fake News Detection Qichao Ying Xiaoxiao Hu Yangming Zhou Zhenxing Qian Dan Zeng Shiming Ge 22 45 0 12 Jun 2022
Exploring Diversity in Back Translation for Low-Resource Machine Translation Laurie Burchell Alexandra Birch Kenneth Heafield 27 15 0 01 Jun 2022
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation Yanrui Du Jing Yang Yan Chen Jing Liu Sendong Zhao Qiaoqiao She Huaqin Wu Haifeng Wang Bing Qin 36 9 0 25 May 2022
Understanding and Mitigating the Uncertainty in Zero-Shot Translation Wenxuan Wang Wenxiang Jiao Shuo Wang Zhaopeng Tu Michael R. Lyu UQLM 29 9 0 20 May 2022
SALTED: A Framework for SAlient Long-Tail Translation Error Detection Vikas Raunak Matt Post Arul Menezes 28 25 0 20 May 2022
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 33 57 0 02 May 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES Felix Stahlberg Shankar Kumar UQLM 11 12 0 02 May 2022
The Implicit Length Bias of Label Smoothing on Beam Search Decoding Bowen Liang Pidong Wang Yuan Cao 16 1 0 02 May 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 26 6 0 11 Apr 2022
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates Alina Roitberg Kunyu Peng David Schneider Kailun Yang Marios Koulakis Manuel Martínez Rainer Stiefelhagen UQCV 22 9 0 10 Apr 2022
Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models Felix Stahlberg Ilia Kulikov Shankar Kumar UQLM 25 9 0 01 Apr 2022
On Decoding Strategies for Neural Text Generators Gian Wiher Clara Meister Ryan Cotterell 22 65 0 29 Mar 2022
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation Wenxuan Wang Wenxiang Jiao Yongchang Hao Xing Wang Shuming Shi Zhaopeng Tu Michael Lyu AIMat 26 26 0 16 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts W. Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng-Long Jiang LRM 20 31 0 14 Mar 2022
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records Daeyoung Kim Seongsu Bae S. Kim E. Choi 11 6 0 14 Mar 2022
Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting Abdulmajid Murad F. Kraemer Kerstin Bach Gavin Taylor OOD BDL UQCV 15 12 0 05 Dec 2021
A Unified Pruning Framework for Vision Transformers Hao Yu Jianxin Wu ViT 26 59 0 30 Nov 2021
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Eleftheria Briakou Sida Wang Luke Zettlemoyer Marjan Ghazvininejad 26 5 0 12 Nov 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe Aylin Caliskan 85 51 0 01 Oct 2021
Conditional Poisson Stochastic Beam Search Clara Meister Afra Amini Tim Vieira Ryan Cotterell 24 10 0 22 Sep 2021
Back-translation for Large-Scale Multilingual Machine Translation Baohao Liao Shahram Khadivi Sanjika Hewavitharana 35 16 0 17 Sep 2021
Uncertainty-Aware Machine Translation Evaluation T. Glushkova Chrysoula Zerva Ricardo Rei André F.T. Martins UQLM 17 42 0 13 Sep 2021
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach Víctor M. Sánchez-Cartagena M. Esplà-Gomis Juan Antonio Pérez-Ortiz Felipe Sánchez-Martínez 37 27 0 08 Sep 2021
Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings Sangwon Yu Jongyoon Song Heeseung Kim SeongEun Lee Woo-Jong Ryu Sung-Hoon Yoon 11 31 0 07 Sep 2021
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT Elena Voita Rico Sennrich Ivan Titov 11 23 0 03 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 147 0 01 Sep 2021
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 26 45 0 10 Aug 2021
Confidence-Aware Scheduled Sampling for Neural Machine Translation Yijin Liu Fandong Meng Yufeng Chen Jinan Xu Jie Zhou 26 14 0 22 Jul 2021
On the Copying Behaviors of Pre-Training for Neural Machine Translation Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Shuming Shi Zhaopeng Tu 19 25 0 17 Jul 2021
Valid prediction intervals for regression problems Nicolas Dewolf B. De Baets Willem Waegeman 11 44 0 01 Jul 2021
Mixed Cross Entropy Loss for Neural Machine Translation Haoran Li Wei Lu 13 16 0 30 Jun 2021
Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space Jianhao Yan Chenming Wu Fandong Meng Jie Zhou ELM LRM 10 2 0 29 Jun 2021
Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation Cunxiao Du Zhaopeng Tu Jing Jiang 32 88 0 09 Jun 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation Wenxiang Jiao Xing Wang Zhaopeng Tu Shuming Shi M. Lyu Irwin King UQLM 6 35 0 02 Jun 2021
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu 24 47 0 02 Jun 2021