Domain Robustness in Neural Machine Translation

8 November 2019

Papers citing "Domain Robustness in Neural Machine Translation"

16 / 66 papers shown

Title
Prevent the Language Model from being Overconfident in Neural Machine Translation Mengqi Miao Fandong Meng Yijin Liu Xiao-Hua Zhou Jie Zhou 28 40 0 24 May 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation Mathias Müller Rico Sennrich 16 59 0 18 May 2021
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction Gyubok Lee S. Yang E. Choi 19 6 0 12 May 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 37 30 0 02 May 2021
$$Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering$ $Q^{2}$ : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Or Honovich Leshem Choshen Roee Aharoni Ella Neeman Idan Szpektor Omri Abend HILM 24 138 0 16 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 19 85 0 14 Apr 2021
The Curious Case of Hallucinations in Neural Machine Translation Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt 30 189 0 14 Apr 2021
On Hallucination and Predictive Uncertainty in Conditional Language Generation Yijun Xiao Luu Anh Tuan HILM 8 182 0 28 Mar 2021
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David Nadav Oved Roi Reichart VLM OOD 17 88 0 24 Feb 2021
The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation Nikolay Bogoychev Pinzhen Chen 9 6 0 02 Jan 2021
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
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness Nathan Ng Kyunghyun Cho Marzyeh Ghassemi 25 144 0 21 Sep 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 6 155 0 07 May 2020
Adversarial Subword Regularization for Robust Neural Machine Translation Jungsoo Park Mujeen Sung Jinhyuk Lee Jaewoo Kang 6 8 0 29 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 26 243 0 05 Apr 2020
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 221 1,208 0 12 Jun 2017