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Workshop
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Identifying Spurious Correlations and Correcting them with an Explanation-based Learning Misgina Tsighe Hagos · Kathleen Curran · Brian Mac Namee |
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Affinity Workshop
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Mon 7:10 |
Contributed talk (Silvia Tulli) - "Explanation-Guided Learning for Human-AI collaboration" Silvia Tulli |
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Affinity Workshop
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Explanation-Guided Learning for Human-AI collaboration Silvia Tulli |
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Poster
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Wed 9:00 |
Implications of Model Indeterminacy for Explanations of Automated Decisions Marc-Etienne Brunet · Ashton Anderson · Richard Zemel |
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Poster
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Learning to Generate Inversion-Resistant Model Explanations Hoyong Jeong · Suyoung Lee · Sung Ju Hwang · Sooel Son |
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Poster
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Thu 14:00 |
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning Xi Ye · Greg Durrett |
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Poster
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Counterfactual Temporal Point Processes Kimia Noorbakhsh · Manuel Rodriguez |
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Poster
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Thu 14:00 |
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior Eldar D Abraham · Karel D'Oosterlinck · Amir Feder · Yair Gat · Atticus Geiger · Christopher Potts · Roi Reichart · Zhengxuan Wu |
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Poster
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Tue 14:00 |
First is Better Than Last for Language Data Influence Chih-Kuan Yeh · Ankur Taly · Mukund Sundararajan · Frederick Liu · Pradeep Ravikumar |
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Poster
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Thu 9:00 |
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations Amit Dhurandhar · Karthikeyan Natesan Ramamurthy · Karthikeyan Shanmugam |
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Competition
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Tue 4:15 |
Baselines explanation and competition results Dustin Carrión-Ojeda |
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Poster
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Tue 14:00 |
CLEAR: Generative Counterfactual Explanations on Graphs Jing Ma · Ruocheng Guo · Saumitra Mishra · Aidong Zhang · Jundong Li |