Venkatesh Mishra
4 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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The Questioner
Top co-authors
Research topics
Keywords
large language model
(3)
question answering
(2)
autonomous agent
(1)
tool use
(1)
hallucination mitigation
(1)
scientific discovery
(1)
agent system
(1)
hypothesis generation
(1)
reasoning chain
(1)
materials discovery
(1)
error analysis
(1)
dynamic environment
(1)
negation handling
(1)
step-by-step reasoning
(1)
legal reasoning
(1)
multi-turn conversation
(1)
prompting technique
(1)
scientific reasoning
(1)
constraint-guided reasoning
(1)
negation understanding
(1)
Papers
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench
EMNLP 2025
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents
NAACL 2025
Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation
NAACL 2025
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
NAACL 2025