Kenton Murray
- Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
2024/01/16 by Haoran Xu, Xu, Haoran, Amr Sharaf +13 · 59 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- 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
- Auto-Sizing Neural Networks: With Applications to n-gram Language Models
2015/08/20 by Kenton Murray, David Chiang, Murray, Kenton +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
- 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
- MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval
2024/10/15 by Reno Kriz, Kriz, Reno, Kate Sanders +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, Li, Tianjian, Haoran Xu +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, Bafna, Niyati, Tianjian Li +11 · 1 voice · 3 citations
#cs.CL
- 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
- CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
2026/01/25 by Pedro Ortiz Suarez, Laurie Burchell, Catherine Arnett +94 · 2 voices · 1 citation
#cs.CL
- 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)