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Author

Shane Culpepper

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Jul 2026

GRAFT: Graph-Matched Retrieval and Fusion of Tables in Data Lakes

This work recast subgraph generation as a Markov decision process and learn a value function via implicit Q-learning on self-generated trajectories produced by a canonical compression operator that inverts the homomorphism, and introduces IGMS, a log-determinant reward that couples semantic relevance, structural compat...

Dao-Min Ji, Hui Luo, Zhi-Feng Bao et al. · 1 citation
Book Open access Jul 2026

SynthIR: The First Workshop on Synthetic Content in Information Retrieval Ecosystems

This workshop aims to provide a forum to analyze implications of AI-generated content implications with an emphasis on reflection, evaluation, and human-centered system design, and to foster community-driven discussion that may inform future evaluation efforts, including potential shared tasks or tracks in venues such...

Ping Liu, Zhedong Zheng, Shane Culpepper et al. · 0 citations

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