Marzieh Fadaee
- The Leaderboard Illusion
2025/04/29 by Shivalika Singh, Yiyang Nan, Nan Yu +26 · 32 voices · 23 citations
Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #AI in Service Interactions #Ethics and Social Impacts of AI
- To Code, or Not To Code? Exploring Impact of Code in Pre-training
2024/08/20 by Viraat Aryabumi, Aryabumi, Viraat, Yixuan Su +15 · 5 voices · 8 citations
Arts and Humanities · Psychology · #EFL/ESL Teaching and Learning #Second Language Acquisition and Learning #cs.CL
- INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
2024/11/29 by Angelika Romanou, Negar Foroutan, Romanou, Angelika +120 · 8 voices · 23 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
2024/02/12 by Ahmet Üstün, Viraat Aryabumi, Üstün, Ahmet +31 · 41 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
2024/12/04 by Shivalika Singh, Angelika Romanou, Singh, Shivalika +44 · 50 citations
Arts and Humanities · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Second Language Learning and Teaching
- Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
2024/12/05 by John Dang, Shivalika Singh, Dang, John +90 · 2 voices · 25 citations
Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
- Aya 23: Open Weight Releases to Further Multilingual Progress
2024/05/23 by Viraat Aryabumi, Aryabumi, Viraat, John Dang +39 · 1 voice · 15 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
2024/02/09 by Shivalika Singh, Singh, Shivalika, Freddie Vargus +63 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- 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
- In Defense of Cross-Encoders for Zero-Shot Retrieval
2022/12/12 by Guilherme J. M. Rosa, Rosa, Guilherme, Luiz Bonifacio +11 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- M-RewardBench: Evaluating Reward Models in Multilingual Settings
2024/10/20 by Srishti Gureja, Gureja, Srishti, Lester James V. Miranda +16 · 12 citations
Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG)
- 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
- Back-Translation Sampling by Targeting Difficult Words in Neural Machine\n Translation
2018/08/27 by Marzieh Fadaee, Christof Monz, Fadaee, Marzieh +1 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Aya Vision: Advancing the Frontier of Multilingual Multimodality
2025/05/13 by Saurabh Dash, Dash, Saurabh, Nan Yu +45 · 12 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- InPars: Data Augmentation for Information Retrieval using Large Language Models
2022/02/10 by Luiz Bonifacio, Hugo Abonizio, Bonifacio, Luiz +5 · 3 citations
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies
- Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement
2024/09/17 by S.S. Yu, Yu, Simon, Liangyu Chen +5 · 4 citations
Agricultural and Biological Sciences · #Animal Disease Management and Epidemiology #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation
2025/04/16 by Julia Kreutzer, Eleftheria Briakou, Kreutzer, Julia +7 · 3 voices · 3 citations
#cs.CL #cs.AI
- Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
2025/04/09 by Israfel Salazar, Salazar, Israfel, Manuel Fernández Burda +93 · 4 voices · 3 citations
Computer Science · Psychology · #Categorization, perception, and language #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CL #cs.CV
- Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning
2024/10/14 by Aakanksha, Arash Ahmadian, Seraphina Goldfarb-Tarrant +8 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval
2022/06/06 by Guilherme Moraes Rosa, Luiz Bonifacio, Rosa, Guilherme Moraes +11 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions
2025/02/19 by Nathanaël Carraz Rakotonirina, Mohammed Hamdy, Rakotonirina, Nathanaël Carraz +12 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
- 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
- A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics
2025/04/23 by Luísa Shimabucoro, Shimabucoro, Luisa, Ahmet Üstün +5 · 2 citations
Arts and Humanities · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #EFL/ESL Teaching and Learning #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Second Language Learning and Teaching