MEA: A Reward-Driven Multi-Agent System for Faithful Model Explanations
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From Retrieval to Typed Decisions: Calibrated System One Models from Biomedical Sentence Encoders
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When Terminal-Agent Training Stalls: Demystifying Data Generation and Verification Challenge
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APDMem: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory
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Rank-Aware Speculative Sampling for Diffusion Draft Trees
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Tropical Reinforcement Learning
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Learning When to Commit from Partial Speech for End-to-End Simultaneous Speech Translation
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The Price of Greenwashing: Algorithmic Verification and Market Discipline using Conformal Machine Learning
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Finding the Move Is Not Winning the Game: XiangqiBench for Closed-Loop Evaluation of LLM Agents
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Nearest-neighbour baselines for fingerprint prediction from MS/MS spectra under different assumptions
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FinDialogLens: Event Extraction over Multi-Party Dialogue for Missed-Trade Identification in Financial Chatrooms
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Counterfactual Predictions in Scientific Emulators Without Controlled Experiments
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