arXiv Artificial IntelligenceToward Auto-Research: Mining Falsifiable Research Ideas from Paper Knowledge Graphs with Categorical Structure
arXiv:2608.20361v1 Announce Type: cross Abstract: Automated research-idea generation systems built on large…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceClarify-Then-Search: A Clarification Benchmark for Deep Search with End-to-End Nugget Restoration
arXiv:2608.20357v1 Announce Type: cross Abstract: Deep search is brittle on underspecified user queries…
arXiv Artificial IntelligenceExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models
arXiv:2608.20355v1 Announce Type: cross Abstract: Large Language Model (LLM) agents have demonstrated…
arXiv Artificial IntelligenceNeuroStrata: An Electroencephalographic Connectivity-Aware Deep Representation Learning Framework for Dynamic Brain Network Analysis of Mental Stress
arXiv:2608.20354v1 Announce Type: cross Abstract: This study introduces NeuroStrata, a connectivity-aware…
arXiv Artificial IntelligenceThe Divergence Hypothesis: Unmasking Lexical Interference and Label Bias in Mental Health NLP
arXiv:2608.20353v1 Announce Type: cross Abstract: Computational mental health (CMH) classifiers often degrade…
arXiv Artificial IntelligenceHow to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel
arXiv:2608.20350v1 Announce Type: cross Abstract: Traditional industrial agents rely on modular pipelines…
arXiv Artificial IntelligenceBeyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality
arXiv:2608.20349v1 Announce Type: cross Abstract: Large Language Models (LLMs) exhibit extreme sensitivity to…
arXiv Artificial IntelligenceInhibitory Attention for Clinical Long-Context Reasoning: Characterizing and Mitigating Lost-in-the-Middle Effects in EHR Processing
arXiv:2608.20348v1 Announce Type: cross Abstract: Electronic health records now routinely exceed 100,000…
arXiv Artificial IntelligenceWho Do Language Models Think Is Competent? A Mechanistic Analysis of Occupational Bias
arXiv:2608.20347v1 Announce Type: cross Abstract: Language models (LMs) often pass behavioral bias…
arXiv Artificial IntelligenceWhen Vocabulary Comprehension Fails Clinical Reasoning: Evaluating Therapy Bots' Safety Risks for Generation Alpha
arXiv:2608.20345v1 Announce Type: cross Abstract: Conversational AI systems have become informal mental…
arXiv Artificial IntelligenceVIALS: A Benchmark for Visual Interpretation of Artifacts in the Life Sciences
arXiv:2608.21357v1 Announce Type: new Abstract: In professional life sciences workflows, scientists routinely…
arXiv Artificial IntelligenceAnatomy-Informed Neural Networks: Encoding Anatomic Priors in Loss and Architecture, with an SE(3) Formulation of Guidewire-Induced Aortoiliac Deformation
arXiv:2608.21332v1 Announce Type: new Abstract: Deep-learning models of anatomy can be numerically plausible…
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