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Reading Between the Signs: Predicting Future Suicidal Ideation from Adolescent Social Media Texts arxiv.org/abs/2509.03530 .CL

Real-Time Detection of Hallucinated Entities in Long-Form Generation arxiv.org/abs/2509.03531 .CL .AI .LG

Topic Identification in LLM Input-Output Pairs through the Lens of Information Bottleneck arxiv.org/abs/2509.03533 -fin.GN .CL .LG

Prebiotic Functional Programs: Endogenous Selection in an Artificial Chemistry arxiv.org/abs/2509.03534 -bio.PE .FL

Use of Physicochemical Modification Methods for Producing Traditional and Nanomodified Polymeric Composites with Improved Operational Properties arxiv.org/abs/2509.02572 -mat.mtrl-sci -mat.soft .CE

The Lifecycle Principle: Stabilizing Dynamic Neural Networks with State Memory arxiv.org/abs/2509.02575 .LG .AI

Secure Password Generator Based on Secure Pseudo-Random Number Generator arxiv.org/abs/2509.02578 .CR .PF

Latent Variable Modeling in Multi-Agent Reinforcement Learning via Expectation-Maximization for UAV-Based Wildlife Protection arxiv.org/abs/2509.02579 .LG .AI

Charting the Future of Scholarly Knowledge with AI: A Community Perspective arxiv.org/abs/2509.02581 .DL .AI

On the Optimization of Methods for Establishing Well-Connected Communities arxiv.org/abs/2509.02590 .SI .DC

Beyond Synthetic Augmentation: Group-Aware Threshold Calibration for Robust Balanced Accuracy in Imbalanced Learning arxiv.org/abs/2509.02592 .LG .AI

Synthetic Founders: AI-Generated Social Simulations for Startup Validation Research in Computational Social Science arxiv.org/abs/2509.02605 .MA .AI .CY

Contrastive clustering based on regular equivalence for influential node identification in complex networks arxiv.org/abs/2509.02609 .SI .AI

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues arxiv.org/abs/2509.02611 .CY

Data Cartography for Detecting Memorization Hotspots and Guiding Data Interventions in Generative Models arxiv.org/abs/2509.00083 .LG .AI .CL

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs arxiv.org/abs/2509.00084 .LG .AI .CL

Centralized vs. Federated Learning for Educational Data Mining: A Comparative Study on Student Performance Prediction with SAEB Microdata arxiv.org/abs/2509.00086 .LG .CY

Yet Unnoticed in LSTM: Binary Tree Based Input Reordering, Weight Regularization, and Gate Nonlinearization arxiv.org/abs/2509.00087 .LG .AI

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