Zelikman, Eric
- Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
2024/03/14 by Eric Zelikman, Georges Harik, Zelikman, Eric +9 · 8 voices · 55 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation
2023/10/03 by Eric Zelikman, Eliana Lorch, Zelikman, Eric +5 · 4 voices · 14 citations
Computer Science · #Parallel Computing and Optimization Techniques #Machine Learning and Data Classification #Software Testing and Debugging Techniques
- STaR: Bootstrapping Reasoning With Reasoning
2022/03/28 by Eric Zelikman, Yuhuai Wu, Zelikman, Eric +3 · 124 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Hypothesis Search: Inductive Reasoning with Language Models
2023/09/11 by Ruocheng Wang, Eric Zelikman, Wang, Ruocheng +9 · 21 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- Contextual Salience for Fast and Accurate Sentence Vectors
2018/03/22 by Eric Zelikman, Zelikman, Eric, Richard Socher +1 · 1 voice
#cs.CL
- Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions
2022/12/20 by Zelikman, Eric, Huang, Qian, Poesia, Gabriel +2 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics
2022/05/21 by Elisa Kreiss, Cynthia L. Bennett, Kreiss, Elisa +9 · 2 citations
Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Text Readability and Simplification #Digital Accessibility for Disabilities
- Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness
2023/06/16 by Zelikman, Eric, Huang, Qian, Liang, Percy +2 · 2 citations
#Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
2024/04/22 by Jan-Philipp Fränken, Eric Zelikman, Fränken, Jan-Philipp +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency
2023/10/10 by Eric Zelikman, Wanjing Anya, Zelikman, Eric +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification