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A focused stream of recent stories from the sources curated for this community. Latest: Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks, A generative-informed neuro-symbolic framework for syntactic ambiguity resolution: Evidence from Arabic DPs, and APDMem: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory. Page 138.
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Abstract page for arXiv paper 2610.02549: Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks
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Abstract page for arXiv paper 2610.02529: A generative-informed neuro-symbolic framework for syntactic ambiguity resolution: Evidence from Arabic DPs
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Abstract page for arXiv paper 2610.02472: APDMem: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory
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Abstract page for arXiv paper 2610.02425: Finding the Move Is Not Winning the Game: XiangqiBench for Closed-Loop Evaluation of LLM Agents
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Abstract page for arXiv paper 2610.02293: HakemBench: A Turkish Benchmark of Typed Decisions
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Abstract page for arXiv paper 2610.02255: MACTS-EM: Multi-Agent Collaborative Time Series Forecasting with Emergent Memory
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Abstract page for arXiv paper 2610.02254: Overcoming Challenges of Interpretive Structural Modeling with Large Language Models
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Abstract page for arXiv paper 2610.02224: Hybrid Machine Learning-Assisted Raman Spectroscopy with Generative Feature Augmentation for Pharmaceutical Identification
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Abstract page for arXiv paper 2610.02378: THPL: A Vision-to-Language Decision Support Framework for Rainbow Trout Feeding Management in RAS
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Abstract page for arXiv paper 2610.02351: DeReAct: Decomposed Reasoning and Acting for Reliable AI Agents
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Abstract page for arXiv paper 2610.02330: Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents
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Abstract page for arXiv paper 2610.02267: Fast Models, Slow Evidence: A Paired and Self-Audited Evaluation of System-1 Decision Models for LLM Agent Harnesses