Joykirat Singh

According to our database, Joykirat Singh authored at least 8 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning.

Joykirat Singh, Raghav Magazine, Yash Pandya, Akshay Nambi

CoRR, May, 2025

Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models.

Joykirat Singh, Tanmoy Chakraborty, Akshay Nambi

CoRR, March, 2025

Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning.

Joykirat Singh, Akshay Uttama Nambi, Vibhav Vineet

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution.

Eshaan Agarwal, Raghav Magazine, Joykirat Singh, Vivek Dani, Tanuja Ganu, Akshay Uttama Nambi

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning.

Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty

Trans. Mach. Learn. Res., 2024

Mechanistic Behavior Editing of Language Models.

Joykirat Singh, Subhabrata Dutta, Tanmoy Chakraborty

CoRR, 2024

EROS: Entity-Driven Controlled Policy Document Summarization.

Joykirat Singh, Sehban Fazili, Rohan Jain, Md. Shad Akhtar

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning.

Subhabrata Dutta, Ishan Pandey, Joykirat Singh, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024