On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation

7 May 2020

Papers citing "On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation"

15 / 115 papers shown

Title
The Curious Case of Hallucinations in Neural Machine Translation Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt 44 190 0 14 Apr 2021
Enhancing the Transformer Decoder with Transition-based Syntax Leshem Choshen Omri Abend 33 1 0 29 Jan 2021
The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation Nikolay Bogoychev Pinzhen Chen 17 6 0 02 Jan 2021
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Zhaopeng Tu AI4CE 19 35 0 29 Dec 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 39 195 0 05 Nov 2020
Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation Shuhao Gu Yang Feng CLL 19 21 0 02 Nov 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
Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task Danielle Saunders Bill Byrne 13 10 0 11 Oct 2020
WeChat Neural Machine Translation Systems for WMT20 Fandong Meng Jianhao Yan Yijin Liu Yuan Gao Xia Zeng ... Peng Li Ming Chen Jie Zhou Sifan Liu Hao Zhou 22 21 0 01 Oct 2020
Text Generation by Learning from Demonstrations Richard Yuanzhe Pang He He OffRL 21 80 0 16 Sep 2020
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR Juri Opitz Anette Frank 16 35 0 20 Aug 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 13 10 0 04 Jun 2020
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? Tianxing He Jingzhao Zhang Zhiming Zhou James R. Glass 30 32 0 25 May 2019
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017