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18 Results
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Workshop
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Inter-animal transforms as a guide to model-brain comparison Imran Thobani · Javier Sagastuy-Brena · Aran Nayebi · Rosa Cao · Daniel L Yamins |
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Workshop
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Interpretable Machine Learning for power systems: Establishing Confidence in SHapley Additive exPlanationS Tabia Ahmad · Robert Hamilton · Panagiotis N. Papadopoulos · Samuel Chevalier · Ilgiz Murzakhanov · Rahul Nellikkath · Jochen Stiasny · Spyros Chatzivasileiadis |
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Workshop
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Less is More: Discovering Concise Network Explanations Neehar Kondapaneni · Markus Marks · Oisin Mac Aodha · Pietro Perona |
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Workshop
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Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models Qiming Bao · Juho Leinonen · Alex Peng · Wanjun Zhong · Gaël Gendron · Timothy Pistotti · Alice Huang · Paul Denny · Michael Witbrock · Jiamou Liu |
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Workshop
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Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations Katie Matton · Robert Ness · Emre Kiciman |
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Workshop
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Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations Katie Matton · Robert Ness · Emre Kiciman |
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Workshop
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Sat 5:10 |
Inter-animal transforms as a guide to model-brain comparison Imran Thobani |
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Poster
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Wed 1:45 |
AttEXplore: Attribution for Explanation with model parameters eXploration Zhiyu Zhu · Huaming Chen · Jiayu Zhang · Xinyi Wang · Zhibo Jin · Jason Xue · Flora Salim |
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Poster
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Thu 7:30 |
Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks Kesen Zhao · Liang Zhang |
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Poster
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Fri 1:45 |
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals Yair Gat · Nitay Calderon · Amir Feder · Alexander Chapanin · Amit Sharma · Roi Reichart |
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Poster
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Thu 7:30 |
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning Xiaoxin He · Xavier Bresson · Thomas Laurent · Adam Perold · Yann LeCun · Bryan Hooi |
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Affinity Workshop
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Tue 1:45 |
Generating Counterfactual Explanations Using Cardinality Constraints. Ruben Ruiz-Torrubiano |