Nushi, Besmira

14 publications

ICLRW 2025 BenchAgents: Automated Benchmark Creation with Agent Interaction Natasha Butt, Varun Chandrasekaran, Neel Joshi, Besmira Nushi, Vidhisha Balachandran

ICLR 2025 Improving Instruction-Following in Language Models Through Activation Steering Alessandro Stolfo, Vidhisha Balachandran, Safoora Yousefi, Eric Horvitz, Besmira Nushi

ICLR 2025 Unearthing Skill-Level Insights for Understanding Trade-Offs of Foundation Models Mazda Moayeri, Vidhisha Balachandran, Varun Chandrasekaran, Safoora Yousefi, Thomas Fel, Soheil Feizi, Besmira Nushi, Neel Joshi, Vibhav Vineet

ICLR 2024 Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models Mert Yuksekgonul, Varun Chandrasekaran, Erik Jones, Suriya Gunasekar, Ranjita Naik, Hamid Palangi, Ece Kamar, Besmira Nushi

ICLR 2024 KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yuksekgonul, Rahee Ghosh Peshawaria, Ranjita Naik, Besmira Nushi

NeurIPS 2024 Understanding Information Storage and Transfer in Multi-Modal Large Language Models Samyadeep Basu, Martin Grayson, Cecily Morrison, Besmira Nushi, Soheil Feizi, Daniela Massiceti

ICML 2023 Mitigating Spurious Correlations in Multi-Modal Models During Fine-Tuning Yu Yang, Besmira Nushi, Hamid Palangi, Baharan Mirzasoleiman

AAAI 2022 Investigations of Performance and Bias in Human-AI Teamwork in Hiring Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

AAAI 2021 Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork Gagan Bansal, Besmira Nushi, Ece Kamar, Eric Horvitz, Daniel S. Weld

CVPR 2021 Understanding Failures of Deep Networks via Robust Feature Extraction Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz

AAAI 2020 Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations Aditya Modi, Debadeepta Dey, Alekh Agarwal, Adith Swaminathan, Besmira Nushi, Sean Andrist, Eric Horvitz

AAAI 2019 Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution Ramya Ramakrishnan, Ece Kamar, Besmira Nushi, Debadeepta Dey, Julie Shah, Eric Horvitz

AAAI 2019 Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff Gagan Bansal, Besmira Nushi, Ece Kamar, Daniel S. Weld, Walter S. Lasecki, Eric Horvitz

AAAI 2017 On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann