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Joykirat Singh

Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning
2025 · Joykirat Singh, Akshay Nambi, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 3
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PromptWizard: Task-Aware Prompt Optimization Framework
2024 · Agarwal, Eshaan, Singh, Joykirat, et al. · arXiv (Cornell University) · 3
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Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
2024 · Subhabrata Dutta, Ishan Pandey, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
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PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution
2025 · Eshaan Agarwal, Raghav Magazine, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 2
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Data-scarce Behavior Editing of Language Models
2025 · Joykirat Singh, Subhabrata Dutta, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Balancing Memory Pathways: Analyzing and Improving Memory Utilization in Hybrid LMs
2026 · Lee, Hyunji, Singh, Joykirat, et al. · arXiv (Cornell University)
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MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems
2026 · Lee, Hyunji, Chen, Justin Chih-Yao, et al. · arXiv (Cornell University)
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Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty
2026 · Singh, Joykirat, Khan, Zaid, et al. · arXiv (Cornell University)
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Cog-DRIFT: Exploration on Adaptively Reformulated Instances Enables Learning from Hard Reasoning Problems
2026 · Chen, Justin Chih-Yao, Prasad, Archiki, et al. · arXiv (Cornell University)
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Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
2026 · Agarwal, Aradhye, Siyan, Gurdit, et al. · arXiv (Cornell University)
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Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression
2025 · Singh, Joykirat, Chen, Justin Chih-Yao, et al. · arXiv (Cornell University)
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Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning
2025 · Singh, Joykirat, Magazine, Raghav, et al. · arXiv (Cornell University)
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Mechanistic Behavior Editing of Language Models
2024 · Singh, Joykirat, Dutta, Subhabrata, et al. · arXiv (Cornell University)
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EROS:Entity-Driven Controlled Policy Document Summarization
2024 · Joykirat Singh, Sehban Fazili, et al. · Language Resources and Evaluation Conference (LREC)
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How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning
2024 · Dutta, Subhabrata, Singh, Joykirat, et al. · arXiv (Cornell University)
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Works count: 19
Citation count: 12
H-index: 3
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