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20192026
most citedHierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction

1 citations · 1 across the 4 of their papers we have counts for

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cs.AI2026

Split the Labor: Separating Evidence Interpretation from Decision Aggregation

Zhelun Wu

Systems that ask a language model to reach a conclusion from many sources usually concatenate them into one prompt. This conflates two operations with different requirements. Inter…

cs.AI2026

Never the Number: Structural Abstention for AI Systems Whose Answers Are Consumed as Fact

Zhelun, Wu

Large language models have made natural language interfaces to databases (NLIDB) newly credible, but LLM text-to-SQL systems fail in a way that matters for deployment: a hallucinat…