Kenton Murray

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 45

Top Topics

Machine Translation

Language Independent

Parallel Corpora

Top Venues

Publications

Patrick Foley, Matthew Wiesner, Bismarck Odoom, Leibny Paola García-Perera, Kenton Murray, Philipp Koehn
Where are you from? Geolocating Speech and Applications to Language Identification. NAACL-HLT (2024)
Nikhil Sharma, Kenton Murray, Ziang Xiao
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models. CoRR (2024)
Tom Kocmi, Eleftherios Avramidis, Rachel Bawden, Ondrej Bojar, Anton Dvorkovich, Christian Federmann, Mark Fishel, Markus Freitag, Thamme Gowda, Roman Grundkiewicz, Barry Haddow, Marzena Karpinska, Philipp Koehn, Benjamin Marie, Kenton Murray, Masaaki Nagata, Martin Popel, Maja Popovic, Mariya Shmatova, Steinþór Steingrímsson, Vilém Zouhar
Preliminary WMT24 Ranking of General MT Systems and LLMs. CoRR (2024)
Tianjian Li, Haoran Xu, Philipp Koehn, Daniel Khashabi, Kenton Murray
Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models. ICLR (2024)
Niyati Bafna, Kenton Murray, David Yarowsky
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization. CoRR (2024)
Neha Verma, Kenton Murray, Kevin Duh
Exploring Geometric Representational Disparities between Multilingual and Bilingual Translation Models. LREC/COLING (2024)
Nathaniel R. Robinson, Raj Dabre, Ammon Shurtz, Rasul Dent, Onenamiyi Onesi, Claire Bizon Monroc, Loïc Grobol, Hasan Muhammad, Ashi Garg, Naome A. Etori, Vijay Murari Tiyyala, Olanrewaju Samuel, Matthew Dean Stutzman, Bismarck Bamfo Odoom, Sanjeev Khudanpur, Stephen D. Richardson, Kenton Murray
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages. NAACL-HLT (2024)
Haoran Xu, Amr Sharaf, Yunmo Chen, Weiting Tan, Lingfeng Shen, Benjamin Van Durme, Kenton Murray, Young Jin Kim
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation. CoRR (2024)
Nathaniel R. Robinson, Raj Dabre, Ammon Shurtz, Rasul Dent, Onenamiyi Onesi, Claire Bizon Monroc, Loïc Grobol, Hasan Muhammad, Ashi Garg, Naome A. Etori, Vijay Murari Tiyyala, Olanrewaju Samuel, Matthew Dean Stutzman, Bismarck Bamfo Odoom, Sanjeev Khudanpur, Stephen D. Richardson, Kenton Murray
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages. CoRR (2024)
Haoran Xu, Maha Elbayad, Kenton Murray, Jean Maillard, Vedanuj Goswami
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity. EMNLP (Findings) (2023)
Haoran Xu, Weiting Tan, Shuyue Stella Li, Yunmo Chen, Benjamin Van Durme, Philipp Koehn, Kenton Murray
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules. EMNLP (2023)
Sweta Agrawal, Antonios Anastasopoulos, Luisa Bentivogli, Ondrej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, Mingda Chen, William Chen, Khalid Choukri, Alexandra Chronopoulou, Anna Currey, Thierry Declerck, Qianqian Dong, Kevin Duh, Yannick Estève, Marcello Federico, Souhir Gahbiche, Barry Haddow, Benjamin Hsu, Phu Mon Htut, Hirofumi Inaguma, Dávid Javorský, John Judge, Yasumasa Kano, Tom Ko, Rishu Kumar, Pengwei Li, Xutai Ma, Prashant Mathur, Evgeny Matusov, Paul McNamee, John P. McCrae, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Ha Nguyen, Jan Niehues, Xing Niu, Atul Kr. Ojha, John E. Ortega, Proyag Pal, Juan Pino, Lonneke van der Plas, Peter Polák, Elijah Rippeth, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Yun Tang, Brian Thompson, Kevin Tran, Marco Turchi, Alex Waibel, Mingxuan Wang, Shinji Watanabe, Rodolfo Zevallos
Findings of the IWSLT 2023 Evaluation Campaign. IWSLT@ACL (2023)
Haoran Xu, Weiting Tan, Shuyue Stella Li, Yunmo Chen, Benjamin Van Durme, Philipp Koehn, Kenton Murray
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules. CoRR (2023)
Tianjian Li, Kenton Murray
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution. ACL (Findings) (2023)
Samuel Barham, Orion Weller, Michelle Yuan, Kenton Murray, Mahsa Yarmohammadi, Zhengping Jiang, Siddharth Vashishtha, Alexander Martin, Anqi Liu, Aaron Steven White, Jordan L. Boyd-Graber, Benjamin Van Durme
MegaWika: Millions of reports and their sources across 50 diverse languages. CoRR (2023)
Haoran Xu, Maha Elbayad, Kenton Murray, Jean Maillard, Vedanuj Goswami
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity. CoRR (2023)
Neha Verma, Kenton Murray, Kevin Duh
Exploring Representational Disparities Between Multilingual and Bilingual Translation Models. CoRR (2023)
Tianjian Li, Haoran Xu, Philipp Koehn, Daniel Khashabi, Kenton Murray
Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models. CoRR (2023)
Tianjian Li, Kenton Murray
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution. CoRR (2023)
Eamonn Kennedy, Shashank Vadlamani, Hannah M. Lindsey, Kelly S. Peterson, Kristen Dams OConnor, Kenton Murray, Ronak Agarwal, Houshang H. Amiri, Raeda K. Andersen, Talin Babikian, David A Baron, Erin D. Bigler, Karen Caeyenberghs, Lisa Delano-Wood, Seth G. Disner, Ekaterina Dobryakova, Blessen C. Eapen, Rachel M. Edelstein, Carrie Esopenko, Helen M. Genova, Elbert Geuze, Naomi J. Goodrich-Hunsaker, Jordan Grafman, Asta K. Håberg, Cooper B. Hodges, Kristen R. Hoskinson, Elizabeth S. Hovenden, Andrei Irimia, Neda Jahanshad, Ruchira M. Jha, Finian Keleher, Kimbra Kenney, Inga Koerte, Spencer W. Liebel, Abigail Livny, Marianne Lovstad, Sarah L. Martindale, Jeffrey E. Max, Andrew R. Mayer, Timothy B. Meier, Deleene S. Menefee, Abdalla Z. Mohamed, Stefania Mondello, Martin M. Monti, Rajendra A. Morey, Virginia Newcombe, et al.
Linking Symptom Inventories using Semantic Textual Similarity. CoRR (2023)
Weiting Tan, Haoran Xu, Lingfeng Shen, Shuyue Stella Li, Kenton Murray, Philipp Koehn, Benjamin Van Durme, Yunmo Chen
Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles. CoRR (2023)
Tom Kocmi, Eleftherios Avramidis, Rachel Bawden, Ondrej Bojar, Anton Dvorkovich, Christian Federmann, Mark Fishel, Markus Freitag, Thamme Gowda, Roman Grundkiewicz, Barry Haddow, Philipp Koehn, Benjamin Marie, Christof Monz, Makoto Morishita, Kenton Murray, Makoto Nagata, Toshiaki Nakazawa, Martin Popel, Maja Popovic, Mariya Shmatova
Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet. WMT (2023)
Shuyue Stella Li, Kenton Murray
Language Agnostic Code-Mixing Data Augmentation by Predicting Linguistic Patterns. CoRR (2022)
Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondrej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vera Kloudová, Surafel Melaku Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Miguel Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe
Findings of the IWSLT 2022 Evaluation Campaign. IWSLT@ACL (2022)
Haoran Xu, Philipp Koehn, Kenton Murray
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains. EMNLP (2022)
Suraj Nair, Eugene Yang, Dawn J. Lawrie, Kevin Duh, Paul McNamee, Kenton Murray, James Mayfield, Douglas W. Oard
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models. ECIR (1) (2022)
Neha Verma, Kenton Murray, Kevin Duh
Strategies for Adapting Multilingual Pre-training for Domain-Specific Machine Translation. AMTA (2022)
Haoran Xu, Kenton Murray
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer. NAACL-HLT (Findings) (2022)
Suraj Nair, Eugene Yang, Dawn J. Lawrie, Kevin Duh, Paul McNamee, Kenton Murray, James Mayfield, Douglas W. Oard
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models. CoRR (2022)
Haoran Xu, Philipp Koehn, Kenton Murray
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains. CoRR (2022)
Haoran Xu, Kenton Murray
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer. CoRR (2022)
Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction. CoRR (2021)
Toan Q. Nguyen, Kenton Murray, David Chiang
Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution. CoRR (2021)
Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction. EMNLP (1) (2021)
Toan Q. Nguyen, Kenton Murray, David Chiang
Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution. IWSLT (2021)
Huda Khayrallah, Jacob Bremerman, Arya D. McCarthy, Kenton Murray, Winston Wu, Matt Post
The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education. NGT@ACL (2020)
Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter J. Scheirer, David Chiang
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. NGT@EMNLP-IJCNLP (2019)
Kenton Murray, Brian DuSell, David Chiang
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task. CoRR (2019)
Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter J. Scheirer, David Chiang
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. CoRR (2019)
Kenton Murray, Brian DuSell, David Chiang
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task. NGT@EMNLP-IJCNLP (2019)
Xuan Zhang, Gaurav Kumar, Huda Khayrallah, Kenton Murray, Jeremy Gwinnup, Marianna J. Martindale, Paul McNamee, Kevin Duh, Marine Carpuat
An Empirical Exploration of Curriculum Learning for Neural Machine Translation. CoRR (2018)
Kenton Murray, David Chiang
Correcting Length Bias in Neural Machine Translation. CoRR (2018)
Kenton Murray, David Chiang
Correcting Length Bias in Neural Machine Translation. WMT (2018)
Ulf Hermjakob, Qiang Li, Daniel Marcu, Jonathan May, S. J. Mielke, Nima Pourdamghani, Michael Pust, Xing Shi, Kevin Knight, Tomer Levinboim, Kenton Murray, David Chiang, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Heng Ji
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages. Mach. Transl. 32 (1-2) (2018)
Abhinav Maurya, Kenton Murray, Yandong Liu, Chris Dyer, William W. Cohen, Daniel B. Neill
Semantic Scan: Detecting Subtle, Spatially Localized Events in Text Streams. CoRR (2016)
Kenton Murray, David Chiang
Auto-Sizing Neural Networks: With Applications to n-gram Language Models. EMNLP (2015)
Kenton Murray, David Chiang
Auto-Sizing Neural Networks: With Applications to n-gram Language Models. CoRR (2015)
Alex Beutel, Kenton Murray, Christos Faloutsos, Alexander J. Smola
CoBaFi: collaborative bayesian filtering. WWW (2014)
Waleed Ammar, Victor Chahuneau, Michael J. Denkowski, Greg Hanneman, Wang Ling, Austin Matthews, Kenton Murray, Nicola Segall, Alon Lavie, Chris Dyer
The CMU Machine Translation Systems at WMT 2013: Syntax, Synthetic Translation Options, and Pseudo-References. WMT@ACL (2013)
Hassan Sajjad, Francisco Guzmán, Preslav Nakov, Ahmed Abdelali, Kenton Murray, Fahad Al-Obaidli, Stephan Vogel
QCRI at IWSLT 2013: experiments in Arabic-English and English-Arabic spoken language translation. IWSLT (Evaluation Campaign) (2013)