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Workshop
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Sun 9:30
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Lightning Talk: Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
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Poster
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Fri 16:30
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Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond
Kirill Brilliantov · Amauri Souza · Vikas Garg
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Workshop
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Sun 11:20
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Structured Identity Mapping Learning As a Model for Compositional Generalization in Generative Models
Yongyi Yang · Core Francisco Park · Ekdeep S Lubana · Maya Okawa · Wei Hu · Hidenori Tanaka
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Workshop
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Understanding Simplicity Bias towards Compositional Mappings via Learning Dynamics
Yi Ren · Danica J. Sutherland
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Workshop
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Transformers Can Learn Meta-skills for Task Generalization in In-Context Learning
Ying Fan · Steve Yadlowsky · Dimitris Papailiopoulos · Kangwook Lee
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Workshop
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Exploring A Bayesian View On Compositional and Counterfactual Generalization
Patrik Reizinger · Rahul Krishnan
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Workshop
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Enhancing Generalization in Sparse Mixture of Experts Models: The Case for Increased Expert Activation in Compositional Tasks
Jinze Zhao · Junjie Yang · Peihao Wang · Yingbin Liang · Zhangyang "Atlas" Wang
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Poster
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Fri 16:30
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Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
Anna Mészáros · Szilvia Ujváry · Wieland Brendel · Patrik Reizinger · Ferenc Huszar
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Workshop
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Compositional Risk Minimization
Divyat Mahajan · Mohammad Pezeshki · Ioannis Mitliagkas · Kartik Ahuja · Pascal Vincent
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Poster
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Wed 11:00
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Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
Paul Soulos · Henry Conklin · Mattia Opper · Paul Smolensky · Jianfeng Gao · Roland Fernandez
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Workshop
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Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
Paul Soulos · Henry Conklin · Mattia Opper · Paul Smolensky · Jianfeng Gao · Roland Fernandez
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Workshop
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Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts
Anna Mészáros · Szilvia Ujváry · Wieland Brendel · Patrik Reizinger · Ferenc Huszar
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