Daniel Deutsch
- Gemma 3 Technical Report
2025/03/25 by Aishwarya Kamath, Gemma Team, Kamath, Aishwarya +418 · 3 voices · 464 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Gemma 4 Technical Report
2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
#cs.CL #cs.AI
- WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects
2025/02/18 by Daniel Deutsch, Deutsch, Daniel, Eleftheria Briakou +32 · 1 voice · 25 citations
Computer Science · #Natural Language Processing Techniques
- The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation
2023/08/14 by Patrick Fernandes, Daniel Deutsch, Fernandes, Patrick +17 · 13 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
- A Statistical Analysis of Summarization Evaluation Metrics using Resampling Methods
2021/03/31 by Daniel Deutsch, Deutsch, Daniel, Rotem Dror +3 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- On the Limitations of Reference-Free Evaluations of Generated Text
2022/10/22 by Daniel Deutsch, Deutsch, Daniel, Rotem Dror +3 · 5 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering Research #Topic Modeling
- Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy
2024/09/15 by Brian J. Thompson, Nitika Mathur, Thompson, Brian +5 · 7 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Sensor Technology and Measurement Systems
- Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination's Impact on Machine Translation
2025/01/30 by Muhammed Yusuf Kocyigit, Eleftheria Briakou, Kocyigit, Muhammed Yusuf +9 · 1 voice · 4 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
- Enhancing Human Evaluation in Machine Translation with Comparative Judgment
2025/02/25 by Yixiao Song, Song, Yixiao, Parker Riley +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Mitigating Metric Bias in Minimum Bayes Risk Decoding
2024/11/05 by G. Kovács, Kovacs, Geza, Daniel Deutsch +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Finding Replicable Human Evaluations via Stable Ranking Probability
2024/04/01 by Parker Riley, Daniel Deutsch, Riley, Parker +9 · 2 citations
Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Criteria Decision Making
- There's no Data Like Better Data: Using QE Metrics for MT Data Filtering
2023/11/09 by Jan-Thorsten Peter, David Vilar, Peter, Jan-Thorsten +9 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics
2023/10/30 by Christoph Leiter, Juri Opitz, Leiter, Christoph +9 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
2025/06/05 by Senyu Li, Jiayi Wang, Li, Senyu +17 · 4 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Translation Studies and Practices