Li, Jeffrey
- DataComp-LM: In search of the next generation of training sets for language models
2024/06/17 by Jeffrey Li, Alex Chengyu Fang, Li, Jeffrey +121 · 2 voices · 82 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- OpenThoughts: Data Recipes for Reasoning Models
2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 64 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
- Language models scale reliably with over-training and on downstream tasks
2024/03/13 by Samir Yitzhak Gadre, Gadre, Samir Yitzhak, Georgios Smyrnis +45 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Language Models Improve When Pretraining Data Matches Target Tasks
2025/07/16 by Mizrahi, David, Larsen, Anders Boesen Lindbo, Allardice, Jesse +7 · 1 voice · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Differentially Private Meta-Learning
2019/09/12 by Jeffrey Li, Mikhail Khodak, Li, Jeffrey +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Command A: An Enterprise-Ready Large Language Model
2025/04/01 by Team Cohere, Cohere, Team, : +316 · 10 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
- SDS -- See it, Do it, Sorted: Quadruped Skill Synthesis from Single Video Demonstration
2024/10/15 by Μαρία Σταματοπούλου, Stamatopoulou, Maria, Jeffrey Li +3 · 3 citations
Computer Science · Social Sciences · #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Robotics (cs.RO)
- A Learning Theoretic Perspective on Local Explainability
2020/11/02 by Jeffrey Li, Vaishnavh Nagarajan, Li, Jeffrey +5 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Machine Learning and Algorithms
- Interpretable Machine Learning: Moving From Mythos to Diagnostics
2021/03/10 by Valerie Chen, Chen, Valerie, Jeffrey Li +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Better Alignment with Instruction Back-and-Forth Translation
2024/08/08 by Nguyen, Thao, Li, Jeffrey, Oh, Sewoong +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining
2025/04/02 by Jeffrey Li, Mohammadreza Armandpour, Li, Jeffrey +19 · 2 citations
Engineering · #Metallurgy and Material Forming #Advanced Surface Polishing Techniques