一作ICLR 2026Poster· Applications / Language, Speech and Dialog
Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation
Peter Baile Chen · Yi Zhang · Dan Roth · Samuel Madden · Jacob Andreas · Mike Cafarella
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Peter Baile Chen · Yi Zhang · Dan Roth · Samuel Madden · Jacob Andreas · Mike Cafarella
Peter Baile Chen · Weiyue Li · Dan Roth · Mike Cafarella · Samuel Madden · Jacob Andreas
Rishita Agarwal · Himanshu Singhal · Peter Baile Chen · Manan Roy Choudhury · Dan Roth · Vivek Gupta
Answering natural language queries over relational data often requires retrieving and reasoning over multiple tables, yet most retrievers optimize only for query–table relevance and ignore table–table compatibility. We introduce REaR (Retrieve, Expand and Refine), a three-stage, LLM-free framewor...