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142 Results
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Neurosymbolic AI Reveals Biases and Limitations in ML-Driven Drug Discovery Lauren Nicole DeLong · Yojana Gadiya · Jacques Fleuriot · Daniel Domingo-Fernández |
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Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism Mansi Sakarvadia · Arham Khan · Aswathy Ajith · Daniel Grzenda · Nathaniel Hudson · André Bauer · Kyle Chard · Ian Foster |
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Sparse Autoencoders Find Highly Interpretable Features in Language Models Hoagy Cunningham · Aidan Ewart · Logan Smith · Robert Huben · Lee Sharkey |
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Sat 12:01 |
Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning Maxime Wabartha · Joelle Pineau |
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Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching Aleksandar Makelov · Georg Lange · Atticus Geiger · Neel Nanda |
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Mining the Diamond Miner: Mechanistic Interpretability on the Video PreTraining Agent Sonia Joseph · Artem Zholus · Mohammad Reza Samsami · Blake Richards |
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Adversarial Attacks on Neuron Interpretation via Activation Maximization Alex Fulleringer · Geraldin Nanfack · Jonathan Marty · Michael Eickenberg · Eugene Belilovsky |
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What's your Use Case? A Taxonomy of Causal Evaluations of Post-hoc Interpretability David Reber · Victor Veitch |
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TOD-Flow: Modeling the Structure of Task-Oriented Dialogues Sungryull Sohn · Yiwei Lyu · Anthony Liu · Lajanugen Logeswaran · Dong-Ki Kim · Dongsub Shim · Honglak Lee |
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Sat 12:01 |
Are VideoQA Models Truly Multimodal? Ishaan Singh Rawal · Shantanu Jaiswal · Basura Fernando · Cheston Tan |
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FlexModel: A Framework for Interpretability of Distributed Large Language Models Matthew Choi · Muhammad Adil Asif · John Willes · David B. Emerson |
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Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game Sam Toyer · Olivia Watkins · Ethan Mendes · Justin Svegliato · Luke Bailey · Tiffany Wang · Isaac Ong · Karim Elmaaroufi · Pieter Abbeel · Trevor Darrell · Alan Ritter · Stuart J Russell |