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Benchmark Shadows: Data Alignment, Parameter Footprints, and Generalization in Large Language Models arxiv.org/abs/2604.07363 .LG

Robustness Risk of Conversational Retrieval: Identifying and Mitigating Noise Sensitivity in Qwen3-Embedding Model arxiv.org/abs/2604.06176 .IR .AI .CL

WebExpert: domain-aware web agents with critic-guided expert experience for high-precision search arxiv.org/abs/2604.06177 .IR .AI .CL

"Help Me, But Don't Watch Me": Intervention Timing and Privacy Boundaries for Process-Aware AI Tutors arxiv.org/abs/2604.06178 .HC

ARIA: Adaptive Retrieval Intelligence Assistant -- A Multimodal RAG Framework for Domain-Specific Engineering Education arxiv.org/abs/2604.06179 .IR .CL

Digital Weight Management Interventions: A review of commercial solutions and survey analysis of user needs arxiv.org/abs/2604.06181 .HC

Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems arxiv.org/abs/2604.04936 .IR .AI

Pramana: Fine-Tuning Large Language Models for Epistemic Reasoning through Navya-Nyaya arxiv.org/abs/2604.04937 .AI

Operational Noncommutativity in Sequential Metacognitive Judgments arxiv.org/abs/2604.04938 .AI

Proximity Measure of Information Object Features for Solving the Problem of Their Identification in Information Systems arxiv.org/abs/2604.04939 .AI

ReVEL: Multi-Turn Reflective LLM-Guided Heuristic Evolution via Structured Performance Feedback arxiv.org/abs/2604.04940 .AI

Algebraic Structure Discovery for Real World Combinatorial Optimisation Problems: A General Framework from Abstract Algebra to Quotient Space Learning arxiv.org/abs/2604.04941 .AI

TDA-RC: Task-Driven Alignment for Knowledge-Based Reasoning Chains in Large Language Models arxiv.org/abs/2604.04942 .CL .AI

The Illusion of Latent Generalization: Bi-directionality and the Reversal Curse arxiv.org/abs/2604.04943 .CL .AI

Inclusion-of-Thoughts: Mitigating Preference Instability via Purifying the Decision Space arxiv.org/abs/2604.04944 .CL .AI

Sparse Autoencoders as a Steering Basis for Phase Synchronization in Graph-Based CFD Surrogates arxiv.org/abs/2604.04946 .comp-ph .CE .LG

IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking arxiv.org/abs/2604.03232 .AI

Integrating Artificial Intelligence, Physics, and Internet of Things: A Framework for Cultural Heritage Conservation arxiv.org/abs/2604.03233 .NA .LG .NA

Structural Segmentation of the Minimum Set Cover Problem: Exploiting Universe Decomposability for Metaheuristic Optimization arxiv.org/abs/2604.03234 .OC .AI

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