[WIP] Optimal Data Selection of Instruction Tuning Data for Efficient Language Model Fine-Tuning
Ishika Agarwal, Krishna Killamsetty, Lucian Popa, Marina Danilevsky
Published in ICLR, 2024
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Publications
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
Priyanka Kargupta*, Ishika Agarwal*, Dilek Hakkani-Tur, Jiawei Han
Published in arxiv, 2024
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Neural Active Learning Beyond Bandits
Yikun Ban, Ishika Agarwal, Ziwei Wu, Yada Zhu, Kommy Weldemariam, Hanghang Tong, Jingrui He
Published in ICLR, 2024
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QuickAns: A Virtual TA
Ishika Agarwal, Shradha Sehgal, Varun Goyal, Prathamesh Sonawane
Published in AIML Systems, 2023
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HiSaRL: A Hierarchical Framework for Safe Reinforcement Learning
Zikang Xiong, Ishika Agarwal, Suresh Jagannathan
Published in SafeAI @ AAAI, 2021
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