Kanishk Gandhi

1. Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs
   2025/03/03 by Kanishk Gandhi, Gandhi, Kanishk, Ayush Chakravarthy +7 · 22 voices · 182 citations
   #cs.CL #cs.LG
2. Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought
   2025/01/08 by Violet Xiang, Charlie Snell, Xiang, Violet +25 · 17 voices · 29 citations
   #cs.AI #cs.CL
3. Stream of Search (SoS): Learning to Search in Language
   2024/04/01 by Kanishk Gandhi, Denise Lee, Gandhi, Kanishk +11 · 3 voices · 33 citations
   Computer Science · #Speech and dialogue systems #cs.AI #cs.CL #cs.LG
4. Understanding Social Reasoning in Language Models with Language Models
   2023/06/21 by Kanishk Gandhi, Jan-Philipp Fränken, Gandhi, Kanishk +5 · 37 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling
5. Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
   2025/02/24 by Alon Albalak, Duy Phung, Albalak, Alon +18 · 37 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models
   2024/12/04 by Alex Havrilla, Andrew M. Dai, Havrilla, Alex +36 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. Psychometric Alignment: Capturing Human Knowledge Distributions via Language Models
   2024/07/22 by Joy He-Yueya, Wanjing Anya, He-Yueya, Joy +9 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Topic Modeling
8. Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
   2024/04/22 by Jan-Philipp Fränken, Fränken, Jan-Philipp, Eric Zelikman +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
9. BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery
   2025/01/02 by Kanishk Gandhi, Michael Y. Li, Gandhi, Kanishk +11 · 3 citations
   Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance #Time Series Analysis and Forecasting
10. Human-like Affective Cognition in Foundation Models
    2024/09/18 by Kanishk Gandhi, Gandhi, Kanishk, Zoe Lynch +12 · 2 citations
    Computer Science · Neuroscience · #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Psychiatry, Mental Health, Neuroscience
11. Non-literal Understanding of Number Words by Language Models
    2025/02/10 by Polina Tsvilodub, Kanishk Gandhi, Tsvilodub, Polina +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Text Readability and Simplification
12. Scaling up the think-aloud method
    2025/05/29 by Daniel Wurgaft, Wurgaft, Daniel, Ben Prystawski +9 · 3 voices · 2 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Child and Animal Learning Development #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #cs.AI #cs.CL
13. A Fourier Neural Operator Approach for Modelling Exciton-Polariton Condensate Systems
    2023/09/27 by Yuan Wang, Wang, Yuan, Surya T. Sathujoda +6 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Photonic and Optical Devices #Quantum Gases (cond-mat.quant-gas) #Strong Light-Matter Interactions