Joykirat Singh

15 papers A* 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use.
CoRR
Aradhye Agarwal, Gurdit Siyan, Yash Pandya, Joykirat Singh, Akshay Uttama Nambi, Ahmed Awadallah
2025 J jnl
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning.
CoRR
Joykirat Singh, Raghav Magazine, Yash Pandya, Akshay Nambi
2025 — conf
Data-scarce Behavior Editing of Language Models.
EMNLP (Findings)
Joykirat Singh, Subhabrata Dutta, Tanmoy Chakraborty
2025 — conf
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning.
ACL (1)
Joykirat Singh, Akshay Uttama Nambi, Vibhav Vineet
2025 — conf
PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution.
ACL (Findings)
Eshaan Agarwal, Raghav Magazine, Joykirat Singh, Vivek Dani, Tanuja Ganu, Akshay Uttama Nambi
2025 J jnl
Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models.
CoRR
Joykirat Singh, Tanmoy Chakraborty, Akshay Nambi
2025 J jnl
Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression.
CoRR
Joykirat Singh, Justin Chih-Yao Chen, Archiki Prasad, Elias Stengel-Eskin, Akshay Nambi, Mohit Bansal
2024 — conf
EROS: Entity-Driven Controlled Policy Document Summarization.
LREC/COLING
Joykirat Singh, Sehban Fazili, Rohan Jain, Md. Shad Akhtar
2024 J jnl
EROS: Entity-Driven Controlled Policy Document Summarization.
CoRR
Joykirat Singh, Sehban Fazili, Rohan Jain, Md. Shad Akhtar
2024 J jnl
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning.
CoRR
Joykirat Singh, Akshay Nambi, Vibhav Vineet
2024 A* conf
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning.
AAAI
Subhabrata Dutta, Ishan Pandey, Joykirat Singh, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty
2024 J jnl
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning.
CoRR
Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
2024 J jnl
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning.
Trans. Mach. Learn. Res.
Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
2024 J jnl
Mechanistic Behavior Editing of Language Models.
CoRR
Joykirat Singh, Subhabrata Dutta, Tanmoy Chakraborty
2023 J jnl
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning.
CoRR
Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty