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Ahmad Beirami

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Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Oct 25, 2023
Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen

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SpecTr: Fast Speculative Decoding via Optimal Transport

Oct 23, 2023
Ziteng Sun, Ananda Theertha Suresh, Jae Hun Ro, Ahmad Beirami, Himanshu Jain, Felix Yu

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Enhancing Group Fairness in Online Settings Using Oblique Decision Forests

Oct 17, 2023
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi

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A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models

Jul 24, 2023
Jindong Gu, Zhen Han, Shuo Chen, Ahmad Beirami, Bailan He, Gengyuan Zhang, Ruotong Liao, Yao Qin, Volker Tresp, Philip Torr

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Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification

Jul 11, 2023
James Atwood, Tina Tian, Ben Packer, Meghana Deodhar, Jilin Chen, Alex Beutel, Flavien Prost, Ahmad Beirami

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Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning

Jun 25, 2023
Xiao Ma, Swaroop Mishra, Ahmad Beirami, Alex Beutel, Jilin Chen

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Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts

Jun 03, 2023
Pritam Sarkar, Ahmad Beirami, Ali Etemad

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Towards Robust Prompts on Vision-Language Models

Apr 17, 2023
Jindong Gu, Ahmad Beirami, Xuezhi Wang, Alex Beutel, Philip Torr, Yao Qin

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Robust Conversational Agents against Imperceptible Toxicity Triggers

May 05, 2022
Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan

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Database Search Results Disambiguation for Task-Oriented Dialog Systems

Dec 15, 2021
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

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