Ishika Agarwal

According to our database, Ishika Agarwal authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AcquisitionSynthesis: Targeted Data Generation using Acquisition Functions.

Ishika Agarwal, Sofia Stoica, Emre Can Acikgoz, Pradeep Natarajan, Mahdi Namazifar, Jiaqi Ma, Dilek Hakkani-Tür

CoRR, May, 2026

A Rising Tide Lifts All Boats: MTQE Rewards for Idioms Improve General Translation Quality.

Ishika Agarwal, Zhenlin He, Dhruva Patil, Dilek Hakkani-Tür

CoRR, January, 2026

2025

Language Specific Knowledge: Do Models Know Better in X than in English?

Ishika Agarwal, Nimet Beyza Bozdag, Dilek Hakkani-Tür

CoRR, May, 2025

Data Valuation using Neural Networks for Efficient Instruction Fine-Tuning.

Ishika Agarwal, Dilek Hakkani-Tür

CoRR, February, 2025

DELIFT: Data Efficient Language model Instruction Fine-Tuning.

Ishika Agarwal, Krishnateja Killamsetty, Lucian Popa, Marina Danilevsky

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis.

Priyanka Kargupta, Ishika Agarwal, Tal August, Jiawei Han

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

DELIFT: Data Efficient Language model Instruction Fine Tuning.

Ishika Agarwal, Krishnateja Killamsetty, Lucian Popa, Marina Danilevksy

CoRR, 2024

Neural Active Learning Beyond Bandits.

Yikun Ban, Ishika Agarwal, Ziwei Wu, Yada Zhu, Kommy Weldemariam, Hanghang Tong, Jingrui He

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging.

Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani-Tür, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

QuickAns: A Virtual Teaching Assisstant.

Ishika Agarwal, Shradha Sehgal, Varun Goyal, Prathamesh Sonawane

Proceedings of the Third International Conference on AI-ML Systems, 2023

2022

HiSaRL: A Hierarchical Framework for Safe Reinforcement Learning.

Zikang Xiong, Ishika Agarwal, Suresh Jagannathan

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022