Todor Mihaylov
- OPT: Open Pre-trained Transformer Language Models
2022/05/02 by Susan Zhang, Zhang, Susan, Stephen Roller +35 · 2 voices · 292 citations
#cs.CL #cs.LG
- Llama 2: Open Foundation and Fine-Tuned Chat Models
2023/07/18 by Hugo Touvron, Louis Martin, Touvron, Hugo +133 · 1481 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
2018/09/08 by Todor Mihaylov, Mihaylov, Todor, Peter Clark +6 · 296 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
- Efficient Large Scale Language Modeling with Mixtures of Experts
2021/12/20 by Mikel Artetxe, Shruti Bhosale, Artetxe, Mikel +47 · 1 voice · 18 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Machine Learning in Healthcare
- Few-shot Learning with Multilingual Language Models
2021/12/20 by Xi Victoria Lin, Lin, Xi Victoria, Todor Mihaylov +39 · 12 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
- EXAMS: A Multi-Subject High School Examinations Dataset for\n Cross-Lingual and Multilingual Question Answering
2020/11/05 by Momchil Hardalov, Todor Mihaylov, Hardalov, Momchil +9 · 10 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Educational Assessment and Pedagogy
- Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training
2023/01/05 by Filip Radenović, Abhimanyu Dubey, Radenovic, Filip +15 · 6 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Improving In-Context Few-Shot Learning via Self-Supervised Training
2022/05/03 by Mingda Chen, Chen, Mingda, Jingfei Du +11 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
- Optimizing Pretraining Data Mixtures with LLM-Estimated Utility
2025/01/20 by William Held, Bhargavi Paranjape, Held, William +9 · 7 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Understanding In-Context Learning via Supportive Pretraining Data
2023/06/26 by Xiaochuang Han, Daniel Simig, Han, Xiaochuang +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling