Ishika Agarwal
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Keywords
large language model
(2)
in-context learning
(1)
novelty detection
(1)
data selection
(1)
instruction fine-tuning
(1)
multi-agent debate
(1)
state space
(1)
pool-based active learning
(1)
socratic questioning
(1)
scientific literature
(1)
critical thinking
(1)
scientific analysis
(1)
novelty assessment
(1)
debate tree
(1)
comparative analysis
(1)
neural network
(1)
multi-agent system
(1)
code debugging
(1)
multi-turn planning
(1)
hierarchical questioning
(1)
Papers
DELIFT: Data Efficient Language model Instruction Fine-Tuning
ICLR 2025
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
ACL 2025
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
EMNLP 2024
Neural Active Learning Beyond Bandits
ICLR 2024