Conversational Task Disambiguation over Tabular Data: Leakage-Aware Formulation, Benchmark Suite, and Training
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NEMORA: Neural Equivariant Multipole Operators for Long-Range Atomistic Learning
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MemoWM: How World Models Change What Agents Need to Remember
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How Many Repeated Pairwise Comparisons Are Needed for Ranking under Heterogeneity?
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ORDO: Operation-level Round-aware Dynamic Ordering for MIP Presolve
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Symbolic Density Estimators for Unnormalized Distributions
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Controlled Acquisition and Abstention in Three-Channel Score Conflicts
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DuplexAgent-RSI: Recursive Harness Improvement for Full-Duplex Voice Agent Collaboration
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Evaluating Rubric Generation with Interventional Transfer
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Amortized Off-Policy Evaluation for LLMs
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ReCast: Attribution-Oriented Step Representation Learning for LLM-Based Agent Systems
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UniData: Universal Multimodal Instruction Generation Pipeline
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