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12 Results
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Affinity Workshop
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Building Domain-Specific LLMs Faithful To The Islamic Worldview: Mirage or Technical Possibility? Shabaz Patel · Mohamed Kane |
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Workshop
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Sat 12:01 |
AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments Yang Zhang · Yawei Li · Hannah Brown · Mina Rezaei · Bernd Bischl · Philip Torr · Ashkan Khakzar · Kenji Kawaguchi |
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Workshop
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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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Workshop
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Sum-of-Parts Models: Faithful Attributions for Groups of Features Weiqiu You · Helen Qu · Marco Gatti · Bhuvnesh Jain · Eric Wong |
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Workshop
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Identifying regularization schemes that make the feature attributions faithful Julius Adebayo · Samuel Stanton · Simon Kelow · Michael Maser · Richard Bonneau · Vladimir Gligorijevic · Kyunghyun Cho · Stephen Ra · Nathan Frey |
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Workshop
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The Disagreement Problem in Faithfulness Metrics Brian Barr · Noah Fatsi · Leif Hancox-Li · Peter Richter · Daniel Proano |
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Workshop
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Sat 11:30 |
Confronting the Faithfulness Challenge with Post-hoc Model Explanations. Julius Adebayo |
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Affinity Workshop
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Mon 12:15 |
Reclaiming Indigenous Voices: An ASR-based Recording App for Indigenous Language Revitalization Ryan M Conti · Faith Baca |
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Poster
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Tue 8:45 |
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri · Ximing Lu · Melanie Sclar · Xiang (Lorraine) Li · Liwei Jiang · Bill Yuchen Lin · Sean Welleck · Sean Welleck · Peter West · Chandra Bhagavatula · Ronan Le Bras · Jena Hwang · Soumya Sanyal · Xiang Ren · Allyson Ettinger · Zaid Harchaoui · Yejin Choi |
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| Tue 17:00 |
Faith and AI Richard Zhang · Muhammad Aurangzeb Ahmad · Nathan Gaw · Lisa Lehmann · Correna Panagiotou |
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Poster
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Wed 15:00 |
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? Xiaoxiao Sun · Nidham Gazagnadou · Vivek Sharma · Lingjuan Lyu · Hongdong Li · Liang Zheng |
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Poster
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Thu 15:00 |
M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models Xuhong Li · Mengnan Du · Jiamin Chen · Yekun Chai · Himabindu Lakkaraju · Haoyi Xiong |