Domain Robustness in Neural Machine Translation

8 November 2019

Papers citing "Domain Robustness in Neural Machine Translation"

50 / 66 papers shown

Title
Large Language Models for Dysfluency Detection in Stuttered Speech Dominik Wagner Sebastian P. Bayerl Ilja Baumann K. Riedhammer Elmar Nöth Tobias Bocklet 45 3 0 16 Jun 2024
On the Hallucination in Simultaneous Machine Translation M. Zhong Kehai Chen Zhengshan Xue Lemao Liu Mingming Yang Min Zhang HILM LRM 34 0 0 11 Jun 2024
What Have We Achieved on Non-autoregressive Translation? Yafu Li Huajian Zhang Jianhao Yan Yongjing Yin Yue Zhang 33 1 0 21 May 2024
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections Lingjun Zhao Khanh Nguyen Hal Daumé 37 1 0 26 Feb 2024
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer Xinshuo Hu Baotian Hu Dongfang Li Xiaoguang Li Lifeng Shang HILM 25 1 0 22 Feb 2024
Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation Zheng Wei Lim Ekaterina Vylomova Trevor Cohn Charles Kemp 16 6 0 20 Feb 2024
Non-Fluent Synthetic Target-Language Data Improve Neural Machine Translation Víctor M. Sánchez-Cartagena Miquel Espla-Gomis J. A. Pérez-Ortiz F. Sánchez-Martínez 33 4 0 29 Jan 2024
Predicting Human Translation Difficulty with Neural Machine Translation Zheng Wei Lim Ekaterina Vylomova Charles Kemp Trevor Cohn 30 0 0 19 Dec 2023
CBSiMT: Mitigating Hallucination in Simultaneous Machine Translation with Weighted Prefix-to-Prefix Training Mengge Liu Wen Zhang Xiang Li Yanzhi Tian Yuhang Guo Jian Luan 000 Bin Wang Shuoying Chen 23 1 0 07 Nov 2023
TreeSwap: Data Augmentation for Machine Translation via Dependency Subtree Swapping Attila Nagy Dorina Lakatos Botond Barta Judit Ács 24 1 0 04 Nov 2023
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? Leiyu Pan Supryadi Supryadi Deyi Xiong AAML 21 0 0 31 Oct 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification Tannon Kew Alison Chi Laura Vásquez-Rodríguez Sweta Agrawal Dennis Aumiller Fernando Alva-Manchego Teven Le Scao 40 22 0 24 Oct 2023
Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation Adam Bouyamourn 100 15 0 23 Oct 2023
Hallucination Detection for Grounded Instruction Generation Lingjun Zhao Khanh Nguyen Hal Daumé HILM 36 7 0 23 Oct 2023
Domain Adaptation for Arabic Machine Translation: The Case of Financial Texts Emad A. Alghamdi Jezia Zakraoui Fares A. Abanmy 29 1 0 22 Sep 2023
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions Yijie Chen Yanjun Liu Fandong Meng Yufeng Chen Jinan Xu Jie Zhou 42 25 0 24 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 30 14 0 31 Jul 2023
Data Augmentation for Neural Machine Translation using Generative Language Model Seokjin Oh Su ah Lee Woohwan Jung SyDa 21 13 0 26 Jul 2023
Does mBERT understand Romansh? Evaluating word embeddings using word alignment Eyal Liron Dolev 26 2 0 14 Jun 2023
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation David Dale Elena Voita Janice Lam Prangthip Hansanti C. Ropers Elahe Kalbassi Cynthia Gao Loïc Barrault Marta R. Costa-jussá HILM 32 27 0 19 May 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences Chaojun Wang Y. Liu Wai Lam 31 2 0 16 May 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 29 140 0 28 Mar 2023
Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation Nuno M. Guerreiro Pierre Colombo Pablo Piantanida André F.T. Martins 25 10 0 19 Dec 2022
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better David Dale Elena Voita Loïc Barrault Marta R. Costa-jussá HILM 33 67 0 16 Dec 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? Pei Zhang Baosong Yang Hao-Ran Wei Dayiheng Liu Kai Fan Luo Si Jun Xie 21 3 0 25 Nov 2022
Reducing Hallucinations in Neural Machine Translation with Feature Attribution Joel Tang M. Fomicheva Lucia Specia HILM 11 7 0 17 Nov 2022
Domain Adaptation of Machine Translation with Crowdworkers Makoto Morishita Jun Suzuki Masaaki Nagata 29 3 0 28 Oct 2022
Checks and Strategies for Enabling Code-Switched Machine Translation Thamme Gowda Mozhdeh Gheini Jonathan May 30 3 0 11 Oct 2022
Thinking Hallucination for Video Captioning Nasib Ullah Partha Pratim Mohanta VLM 36 4 0 28 Sep 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 183 71 0 19 Sep 2022
Rethinking Round-Trip Translation for Machine Translation Evaluation Terry Yue Zhuo Qiongkai Xu Xuanli He Trevor Cohn LRM 22 2 0 15 Sep 2022
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation Nuno M. Guerreiro Elena Voita André F. T. Martins HILM 19 52 0 10 Aug 2022
Learning ReLU networks to high uniform accuracy is intractable Julius Berner Philipp Grohs F. Voigtlaender 32 4 0 26 May 2022
Lack of Fluency is Hurting Your Translation Model J. Yoo Jaewoo Kang 18 0 0 24 May 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer Javier Ferrando Gerard I. Gállego Belen Alastruey Carlos Escolano Marta R. Costa-jussá 22 44 0 23 May 2022
A Template-based Method for Constrained Neural Machine Translation Shuo Wang Peng Li Zhixing Tan Zhaopeng Tu Maosong Sun Yang Liu BDL 16 2 0 23 May 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavavs LRM 29 13 0 05 Apr 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua-Hong Wu HILM 21 27 0 10 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 0 08 Feb 2022
Anticipation-Free Training for Simultaneous Machine Translation Chih-Chiang Chang Shun-Po Chuang Hung-yi Lee 25 6 0 30 Jan 2022
Improving Both Domain Robustness and Domain Adaptability in Machine Translation Wen Lai Jindrich Libovický Alexander M. Fraser AI4CE 27 13 0 15 Dec 2021
Distributionally Robust Recurrent Decoders with Random Network Distillation Antonio Valerio Miceli Barone Alexandra Birch Rico Sennrich 31 1 0 25 Oct 2021
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits Julia Kreutzer David Vilar Artem Sokolov 49 15 0 13 Oct 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 42 27 0 08 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
Masked Adversarial Generation for Neural Machine Translation Badr Youbi Idrissi S. Clinchant AAML 19 0 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
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
A Discussion on Building Practical NLP Leaderboards: The Case of Machine Translation Sebastin Santy Prasanta Bhattacharya LLMAG 33 2 0 11 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 27 47 0 02 Jun 2021