Search Results for author: Cherry Zhao

Found 2 papers, 1 papers with code

On Mechanistic Circuits for Extractive Question-Answering

no code implementations12 Feb 2025 Samyadeep Basu, Vlad Morariu, Zichao Wang, Ryan Rossi, Cherry Zhao, Soheil Feizi, Varun Manjunatha

In our paper, we extract mechanistic circuits for this real-world language modeling task: context-augmented language modeling for extractive question-answering (QA) tasks and understand the potential benefits of circuits towards downstream applications such as data attribution to context information.

Extractive Question-Answering Language Modeling +2

On Mechanistic Knowledge Localization in Text-to-Image Generative Models

1 code implementation2 May 2024 Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Ryan Rossi, Cherry Zhao, Vlad Morariu, Varun Manjunatha, Soheil Feizi

To address this issue, we introduce the concept of Mechanistic Localization in text-to-image models, where knowledge about various visual attributes (e. g., "style", "objects", "facts") can be mechanistically localized to a small fraction of layers in the UNet, thus facilitating efficient model editing.

Model Editing

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