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Ermis, Beyza

  1. The Leaderboard Illusion
    2025/04/29 by Shivalika Singh, Yiyang Nan, Nan Yu +26 · 32 voices · 20 citations
    Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #AI in Service Interactions #Ethics and Social Impacts of AI
  2. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
    2024/12/04 by Singh, Shivalika, Romanou, Angelika, Fourrier, Clémentine +21 · 47 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
    2024/12/05 by John Dang, Shivalika Singh, Dang, John +90 · 2 voices · 24 citations
    Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
  4. Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
    2023/11/29 by M. Boubdir, Edward Kim, Boubdir, Meriem +7 · 10 citations
    Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Sports Analytics and Performance #Topic Modeling
  5. Investigating Continual Pretraining in Large Language Models: Insights and Implications
    2024/02/27 by Yıldız, Çağatay, Ravichandran, Nishaanth Kanna, Sharma, Nitin +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Differentially Private Dropout
    2017/11/30 by Beyza Ermiş, Beyza Ermis, Ermis, Beyza +2 · 1 voice · 1 citation
    Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
  7. Linear Bandits with Stochastic Delayed Feedback
    2018/07/05 by Vernade, Claire, Carpentier, Alexandra, Lattimore, Tor +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm
    2024/06/26 by Aakanksha, Ahmadian, Arash, Ermis, Beyza +4 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Command A: An Enterprise-Ready Large Language Model
    2025/04/01 by Team Cohere, Cohere, Team, : +316 · 12 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
  10. Aya Vision: Advancing the Frontier of Multilingual Multimodality
    2025/05/13 by Dash, Saurabh, Nan, Yiyang, Dang, John +22 · 11 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models
    2024/03/06 by Pozzobon, Luiza, Lewis, Patrick, Hooker, Sara +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction
    2014/09/29 by Beyza Ermiş, Ali Taylan Cemgil, Ermis, Beyza +1 · 2 citations
    Mathematics · Medicine · Computer Science · #Tensor decomposition and applications #Advanced Neuroimaging Techniques and Applications #Anomaly Detection Techniques and Applications
  13. Memory Efficient Continual Learning with Transformers
    2022/03/09 by Ermis, Beyza, Zappella, Giovanni, Wistuba, Martin +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
  14. Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation
    2023/10/22 by Boubdir, Meriem, Kim, Edward, Ermis, Beyza +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It
    2025/05/30 by Yong, Zheng-Xin, Ermis, Beyza, Fadaee, Marzieh +2 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
    2025/04/09 by Israfel Salazar, Manuel Fernández Burda, Salazar, Israfel +93 · 4 voices · 2 citations
    Computer Science · Psychology · #Categorization, perception, and language #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CL #cs.CV
  17. Learning to Rank in the Position Based Model with Bandit Feedback
    2020/04/27 by Ermis, Beyza, Ernst, Patrick, Stein, Yannik +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models
    2023/10/11 by Luiza Pozzobon, Pozzobon, Luiza, Beyza Ermiş +5 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  19. On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research
    2023/04/24 by Pozzobon, Luiza, Ermis, Beyza, Lewis, Patrick +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning
    2024/10/14 by Arash Ahmadian, Aakanksha, Seraphina Goldfarb-Tarrant +8 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  21. The Multilingual Divide and Its Impact on Global AI Safety
    2025/05/27 by Aidan Peppin, Peppin, Aidan, Julia Kreutzer +29 · 1 voice · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #cs.AI #cs.CL
  22. Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual Progress
    2024/08/27 by Ayomide Odumakinde, Daniel D'souza, Odumakinde, Ayomide +7 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multilingual Education and Policy
  23. Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve?
    2024/10/08 by Öncel, Fırat, Bethge, Matthias, Ermis, Beyza +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)