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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
Calibrating Translation Decoding with Quality Estimation on LLMs Di Wu Yibin Lei Christof Monz 162 0 0 26 Apr 2025
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation Xiaofan Zhou Liangjie Huang Pinyang Cheng Wenpen Yin Rui Zhang Wenrui Hao Lu Cheng 54 0 0 01 Apr 2025
Bag of Tricks for Inference-time Computation of LLM Reasoning Fan Liu Wenshuo Chao Naiqiang Tan Hao Liu OffRL LRM 166 5 0 11 Feb 2025
A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions Elisa Negrini Yuxuan Liu Liu Yang Stanley Osher Hayden Schaeffer AI4CE 134 0 0 09 Feb 2025
Decoding Secret Memorization in Code LLMs Through Token-Level Characterization Yuqing Nie Chong Wang Kaidi Wang Guoai Xu Guosheng Xu Haoyu Wang OffRL 437 3 0 11 Oct 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 170 0 0 17 Jun 2024
Creative Beam Search: LLM-as-a-Judge For Improving Response Generation Giorgio Franceschelli Mirco Musolesi 74 8 0 30 Apr 2024
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity Kaiqu Liang Zixu Zhang J. F. Fisac LLMAG 142 8 0 09 Feb 2024
Machine Translation Testing via Syntactic Tree Pruning Quanjun Zhang Juan Zhai Chunrong Fang Jiawei Liu Weisong Sun Haichuan Hu Qingyu Wang 55 3 0 01 Jan 2024
Uncertainty in Natural Language Processing: Sources, Quantification, and Applications Mengting Hu Zhen Zhang Shiwan Zhao Minlie Huang Bingzhe Wu BDL 103 39 0 05 Jun 2023
Utility-Probability Duality of Neural Networks Bojun Huang Fei Yuan UQCV 63 1 0 24 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 142 398 0 19 May 2023
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning Rongxiang Weng Qiang Wang Wensen Cheng Changfeng Zhu Min Zhang 72 2 0 20 Mar 2023
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 94 14 0 08 Dec 2022
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding Jianhao Yan Jin Xu Fandong Meng Jie Zhou Yue Zhang 101 4 0 08 Dec 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing Yiyuan Li Tong Che Yezhen Wang Zhengbao Jiang Caiming Xiong Snigdha Chaturvedi 77 6 0 14 Nov 2022
Conciseness: An Overlooked Language Task Felix Stahlberg Aashish Kumar Chris Alberti Shankar Kumar 40 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 108 35 0 25 Oct 2022
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation Dongkyu Lee Ka Chun Cheung N. Zhang 65 8 0 22 Oct 2022
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition Darcey Riley David Chiang 66 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 93 15 0 18 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt Willie Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 243 96 0 10 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 92 9 0 14 Sep 2022
Understanding and Mitigating the Uncertainty in Zero-Shot Translation Wenxuan Wang Wenxiang Jiao Shuo Wang Zhaopeng Tu Michael R. Lyu UQLM 73 9 0 20 May 2022
SALTED: A Framework for SAlient Long-Tail Translation Error Detection Vikas Raunak Matt Post Arul Menezes 74 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 110 58 0 02 May 2022
The Implicit Length Bias of Label Smoothing on Beam Search Decoding Bowen Liang Pidong Wang Yuan Cao 57 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 86 9 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 63 9 0 10 Apr 2022
On Decoding Strategies for Neural Text Generators Gian Wiher Clara Meister Ryan Cotterell 84 71 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 74 26 0 16 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts Wenhao Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 83 32 0 14 Mar 2022
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records Daeyoung Kim Seongsu Bae S. Kim Edward Choi 57 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 40 12 0 05 Dec 2021
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Eleftheria Briakou Sida Wang Luke Zettlemoyer Marjan Ghazvininejad 36 5 0 12 Nov 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe Aylin Caliskan 125 51 0 01 Oct 2021
Conditional Poisson Stochastic Beam Search Clara Meister Afra Amini Tim Vieira Ryan Cotterell 71 10 0 22 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 67 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 52 33 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 61 23 0 03 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 115 162 0 01 Sep 2021
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 89 48 0 10 Aug 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 76 25 0 17 Jul 2021
Valid prediction intervals for regression problems Nicolas Dewolf B. De Baets Willem Waegeman 162 46 0 01 Jul 2021
Mixed Cross Entropy Loss for Neural Machine Translation Haoran Li Wei Lu 57 16 0 30 Jun 2021
Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation Cunxiao Du Zhaopeng Tu Jing Jiang 83 88 0 09 Jun 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation Wenxiang Jiao Xing Wang Zhaopeng Tu Shuming Shi Michael R. Lyu Irwin King UQLM 63 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 87 48 0 02 Jun 2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation Eleftheria Briakou Marine Carpuat 51 14 0 31 May 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation Mathias Müller Rico Sennrich 63 62 0 18 May 2021