Jeffrey Li
- DataComp-LM: In search of the next generation of training sets for language models
2024/06/17 by Jeffrey Li, Alex Fang, Alex Chengyu Fang +121 · 2 voices · 78 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 · 61 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, Georgios Smyrnis, Gadre, Samir Yitzhak +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
- Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
2026/01/17 by Mike A. Merrill, Alexander G. Shaw, Nicholas Carlini +82 · 3 voices · 4 citations
Computer Science · #cs.SE #cs.AI
- Interpretable machine learning
2022/07/21 by Valerie Chen, Jeffrey Li, Joon Sik Kim +2 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
- SDS -- See it, Do it, Sorted: Quadruped Skill Synthesis from Single Video Demonstration
2024/10/15 by Μαρία Σταματοπούλου, Jeffrey Li, Stamatopoulou, Maria +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, Li, Jeffrey, Vaishnavh Nagarajan +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, Jeffrey Li, Chen, Valerie +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
- TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining
2025/04/02 by Jeffrey Li, Li, Jeffrey, Mohammadreza Armandpour +19 · 2 citations
Engineering · #Metallurgy and Material Forming #Advanced Surface Polishing Techniques