Murray, Kenton
- Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
2024/01/16 by Haoran Xu, Amr Sharaf, Xu, Haoran +13 · 58 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Correcting Length Bias in Neural Machine Translation
2018/08/29 by Murray, Kenton, Chiang, David · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models
2022/01/20 by Nair, Suraj, Yang, Eugene, Lawrie, Dawn +5 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Varun Gangal, Dhole, Kaustubh D. +221 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
2024/07/07 by Nikhil Sharma, Kenton Murray, Sharma, Nikhil +3 · 2 voices · 4 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.IR
- X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
2024/10/04 by Xu, Haoran, Murray, Kenton, Koehn, Philipp +3 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Auto-Sizing Neural Networks: With Applications to n-gram Language Models
2015/08/20 by Kenton Murray, Murray, Kenton, David Chiang +1 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MegaWika: Millions of reports and their sources across 50 diverse languages
2023/07/13 by Barham, Samuel, Weller, Orion, Yuan, Michelle +9 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- An Empirical Exploration of Curriculum Learning for Neural Machine Translation
2018/11/02 by Zhang, Xuan, Kumar, Gaurav, Khayrallah, Huda +6 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Findings of the IWSLT 2024 Evaluation Campaign
2024/11/07 by Ibrahim Said Ahmad, Ahmad, Ibrahim Said, Antonios Anastasopoulos +87 · 6 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #GNSS positioning and interference #Seismology and Earthquake Studies
- Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
2025/03/24 by Reddy, Arun, Martin, Alexander, Yang, Eugene +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval
2024/10/15 by Reno Kriz, Kate Sanders, Kriz, Reno +23 · 3 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Natural Language Processing Techniques
- Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models
2023/10/02 by Tianjian Li, Haoran Xu, Li, Tianjian +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure
2025/06/28 by Niyati Bafna, Tianjian Li, Bafna, Niyati +11 · 1 voice · 3 citations
#cs.CL
- Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages
2024/05/08 by Robinson, Nathaniel R., Dabre, Raj, Shurtz, Ammon +14 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Preliminary WMT24 Ranking of General MT Systems and LLMs
2024/07/29 by Kocmi, Tom, Avramidis, Eleftherios, Bawden, Rachel +18 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization
2024/06/19 by Niyati Bafna, Bafna, Niyati, Kenton Murray +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
2024/10/06 by Tianjian Li, Haoran Xu, Li, Tianjian +7 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion
2025/03/26 by Samuel, Saron, DeGenaro, Dan, Guallar-Blasco, Jimena +13 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)