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Workshop
What's your Use Case? A Taxonomy of Causal Evaluations of Post-hoc Interpretability
David Reber · Victor Veitch
Workshop
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
Qingru Zhang · Chandan Singh · Liyuan Liu · Xiaodong Liu · Bin Yu · Jianfeng Gao · Tuo Zhao
Workshop
Sat 11:30 Confronting the Faithfulness Challenge with Post-hoc Model Explanations.
Julius Adebayo
Oral
Thu 8:30 Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis
Junfeng Fang · Wei Liu · Yuan Gao · Zemin Liu · An Zhang · Xiang Wang · Xiangnan He
Poster
Thu 8:45 Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis
Junfeng Fang · Wei Liu · Yuan Gao · Zemin Liu · An Zhang · Xiang Wang · Xiangnan He
Poster
Thu 8:45 Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability
Usha Bhalla · Suraj Srinivas · Himabindu Lakkaraju
Poster
Tue 15:15 Post Hoc Explanations of Language Models Can Improve Language Models
Satyapriya Krishna · Jiaqi Ma · Dylan Slack · Asma Ghandeharioun · Sameer Singh · Himabindu Lakkaraju
Workshop
Are Large Language Models Post Hoc Explainers?
Nicholas Kroeger · Dan Ley · Satyapriya Krishna · Chirag Agarwal · Himabindu Lakkaraju
Workshop
Are Large Language Models Post Hoc Explainers?
Nicholas Kroeger · Dan Ley · Satyapriya Krishna · Chirag Agarwal · Himabindu Lakkaraju