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LLM Architecture, Scaling Laws, and Economics: A Quick Summary arxiv.org/abs/2511.11572 .GL .CL .LG

LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text Corpora arxiv.org/abs/2511.11574 .LG

Detecting Statistically Significant Fairness Violations in Recidivism Forecasting Algorithms arxiv.org/abs/2511.11575 .LG

DAOpt: Modeling and Evaluation of Data-Driven Optimization under Uncertainty with LLMs arxiv.org/abs/2511.11576 .LG .AI

From customer to product: design tools for the visually impaired arxiv.org/abs/2511.11577 .HC .CY

Social and Physical Attributes-Defined Trust Evaluation for Effective Collaborator Selection in Human-Device Coexistence Systems arxiv.org/abs/2511.11578 .ML .HC .LG

Decoupling Positional and Symbolic Attention Behavior in Transformers arxiv.org/abs/2511.11579 .LG .AI .CL

Parallel and Multi-Stage Knowledge Graph Retrieval for Behaviorally Aligned Financial Asset Recommendations arxiv.org/abs/2511.11583 .LG .AI .IR

Towards Assume-Guarantee Verification of Abilities in Stochastic Multi-Agent Systems arxiv.org/abs/2511.10649 .MA .LO

Data Analysis and Performance Evaluation of Simulation Deduction Based on LLMs arxiv.org/abs/2511.10651 .CL .AI

Cognitively-Inspired Episodic Memory Architectures for Accurate and Efficient Character AI arxiv.org/abs/2511.10652 .CL .AI .HC .LG

Empirical Characterization of Temporal Constraint Processing in LLMs arxiv.org/abs/2511.10654 .CL .AI

Spectral Neuro-Symbolic Reasoning II: Semantic Node Merging, Entailment Filtering, and Knowledge Graph Alignment arxiv.org/abs/2511.10655 .CL .AI .NE

Preference Orchestrator: Prompt-Aware Multi-Objective Alignment for Large Language Models arxiv.org/abs/2511.10656 .CL .AI

Evaluating Open-Weight Large Language Models for Structured Data Extraction from Narrative Medical Reports Across Multiple Use Cases and Languages arxiv.org/abs/2511.10658 .CL .AI

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