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91 Results
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Poster
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Tue 15:30 |
XAI for Transformers: Better Explanations through Conservative Propagation Ameen Ali · Thomas Schnake · Oliver Eberle · Grégoire Montavon · Klaus-robert Mueller · Lior Wolf |
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Poster
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Tue 15:30 |
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction Aaron Chan · Maziar Sanjabi · Lambert Mathias · Liang Tan · Shaoliang Nie · Xiaochang Peng · Xiang Ren · Hamed Firooz |
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Poster
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Tue 15:30 |
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder · Oana-Maria Camburu · Thomas Lukasiewicz · Julian McAuley |
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Poster
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Thu 15:00 |
Neuro-Symbolic Hierarchical Rule Induction Claire Glanois · Zhaohui Jiang · Xuening Feng · Paul Weng · Matthieu Zimmer · Dong Li · Wulong Liu · Jianye Hao |
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Spotlight
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Thu 8:40 |
Information Discrepancy in Strategic Learning Yahav Bechavod · Chara Podimata · Steven Wu · Juba Ziani |
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Spotlight
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Tue 10:50 |
Estimating and Penalizing Induced Preference Shifts in Recommender Systems Micah Carroll · Anca Dragan · Stuart Russell · Dylan Hadfield-Menell |
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Spotlight
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Wed 13:35 |
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources Xiaoqing (Ellen) Tan · Chung-Chou H. Chang · Ling Zhou · Lu Tang |
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Spotlight
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Tue 11:30 |
XAI for Transformers: Better Explanations through Conservative Propagation Ameen Ali · Thomas Schnake · Oliver Eberle · Grégoire Montavon · Klaus-robert Mueller · Lior Wolf |
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Poster
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Tue 15:30 |
Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding Haotian Ma · Hao Zhang · Fan Zhou · Yinqing Zhang · Quanshi Zhang |
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Spotlight
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Tue 7:50 |
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction Aaron Chan · Maziar Sanjabi · Lambert Mathias · Liang Tan · Shaoliang Nie · Xiaochang Peng · Xiang Ren · Hamed Firooz |
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Spotlight
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Tue 11:55 |
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder · Oana-Maria Camburu · Thomas Lukasiewicz · Julian McAuley |
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Spotlight
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Thu 8:35 |
Neuro-Symbolic Hierarchical Rule Induction Claire Glanois · Zhaohui Jiang · Xuening Feng · Paul Weng · Matthieu Zimmer · Dong Li · Wulong Liu · Jianye Hao |