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Workshop
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning
Misgina Tsighe Hagos · Kathleen Curran · Brian Mac Namee
Affinity Workshop
Mon 7:10 Contributed talk (Silvia Tulli) - "Explanation-Guided Learning for Human-AI collaboration"
Silvia Tulli
Affinity Workshop
Explanation-Guided Learning for Human-AI collaboration
Silvia Tulli
Poster
Wed 9:00 Implications of Model Indeterminacy for Explanations of Automated Decisions
Marc-Etienne Brunet · Ashton Anderson · Richard Zemel
Poster
Learning to Generate Inversion-Resistant Model Explanations
Hoyong Jeong · Suyoung Lee · Sung Ju Hwang · Sooel Son
Poster
Thu 14:00 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
Xi Ye · Greg Durrett
Poster
Counterfactual Temporal Point Processes
Kimia Noorbakhsh · Manuel Rodriguez
Poster
Thu 14:00 CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
Eldar D Abraham · Karel D&#x27;Oosterlinck · Amir Feder · Yair Gat · Atticus Geiger · Christopher Potts · Roi Reichart · Zhengxuan Wu
Poster
Tue 14:00 First is Better Than Last for Language Data Influence
Chih-Kuan Yeh · Ankur Taly · Mukund Sundararajan · Frederick Liu · Pradeep Ravikumar
Poster
Thu 9:00 Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
Amit Dhurandhar · Karthikeyan Natesan Ramamurthy · Karthikeyan Shanmugam
Competition
Tue 4:15 Baselines explanation and competition results
Dustin CarriĆ³n-Ojeda
Poster
Tue 14:00 CLEAR: Generative Counterfactual Explanations on Graphs
Jing Ma · Ruocheng Guo · Saumitra Mishra · Aidong Zhang · Jundong Li