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Avi Schwarzschild

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Benchmarking ChatGPT on Algorithmic Reasoning

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Apr 16, 2024
Sean McLeish, Avi Schwarzschild, Tom Goldstein

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Forcing Diffuse Distributions out of Language Models

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Apr 16, 2024
Yiming Zhang, Avi Schwarzschild, Nicholas Carlini, Zico Kolter, Daphne Ippolito

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Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

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Jan 22, 2024
Abhimanyu Hans, Avi Schwarzschild, Valeriia Cherepanova, Hamid Kazemi, Aniruddha Saha, Micah Goldblum, Jonas Geiping, Tom Goldstein

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TOFU: A Task of Fictitious Unlearning for LLMs

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Jan 11, 2024
Pratyush Maini, Zhili Feng, Avi Schwarzschild, Zachary C. Lipton, J. Zico Kolter

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Effective Backdoor Mitigation Depends on the Pre-training Objective

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Dec 05, 2023
Sahil Verma, Gantavya Bhatt, Avi Schwarzschild, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P Dickerson, Jeff Bilmes

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NEFTune: Noisy Embeddings Improve Instruction Finetuning

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Oct 10, 2023
Neel Jain, Ping-yeh Chiang, Yuxin Wen, John Kirchenbauer, Hong-Min Chu, Gowthami Somepalli, Brian R. Bartoldson, Bhavya Kailkhura, Avi Schwarzschild, Aniruddha Saha, Micah Goldblum, Jonas Geiping, Tom Goldstein

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Baseline Defenses for Adversarial Attacks Against Aligned Language Models

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Sep 04, 2023
Neel Jain, Avi Schwarzschild, Yuxin Wen, Gowthami Somepalli, John Kirchenbauer, Ping-yeh Chiang, Micah Goldblum, Aniruddha Saha, Jonas Geiping, Tom Goldstein

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