Singh, Joykirat

1. Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning
   2025/04/28 by Singh, Joykirat, Magazine, Raghav, Pandya, Yash +1 · 35 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
2. How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning
   2024/02/28 by Subhabrata Dutta, Joykirat Singh, Dutta, Subhabrata +5 · 12 citations
   Computer Science · #Advanced Text Analysis Techniques #Cognitive Science and Mapping
3. PromptWizard: Task-Aware Prompt Optimization Framework
   2024/05/28 by Agarwal, Eshaan, Singh, Joykirat, Dani, Vivek +3 · 10 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning
   2024/06/16 by Joykirat Singh, Akshay Nambi, Singh, Joykirat +3 · 3 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
   2023/12/09 by Dutta, Subhabrata, Singh, Joykirat, Pandey, Ishan +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models
   2025/03/04 by Singh, Joykirat, Chakraborty, Tanmoy, Nambi, Akshay · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)