Chen, Mayee F.
- Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models
2023/07/26 by Chen, Mayee F., Roberts, Nicholas, Bhatia, Kush +4 · 16 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Ask Me Anything: A simple strategy for prompting language models
2022/10/05 by Simran Arora, Avanika Narayan, Arora, Simran +15 · 12 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- Smoothie: Label Free Language Model Routing
2024/12/06 by Neel Guha, Mayee F. Chen, Guha, Neel +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Aioli: A Unified Optimization Framework for Language Model Data Mixing
2024/11/08 by Chen, Mayee F., Hu, Michael Y., Lourie, Nicholas +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Shrinking the Generation-Verification Gap with Weak Verifiers
2025/06/22 by Saad-Falcon, Jon, Buchanan, E. Kelly, Chen, Mayee F. +9 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods
2020/02/27 by Daniel Y. Fu, Fu, Daniel Y., Mayee F. Chen +9 · 1 citation
Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms