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Domain Specific Specialization in Low-Resource Settings: The Efficacy of Offline Response-Based Knowledge Distillation in Large Language Models arxiv.org/abs/2601.16219 .CL .AI

SoundBreak: A Systematic Study of Audio-Only Adversarial Attacks on Trimodal Models arxiv.org/abs/2601.16231 .AS .SD .AI .CL .LG

Policy-Embedded Graph Expansion: Networked HIV Testing with Diffusion-Driven Network Samples arxiv.org/abs/2601.16233 .SI .AI

Algorithmic Identity Based on Metaparameters: A Path to Reliability, Auditability, and Traceability arxiv.org/abs/2601.16234 .CR

Contrastive Knowledge Distillation for Embedding Refinement in Personalized Speech Enhancement arxiv.org/abs/2601.16235 .AS .SP .SD

AfriEconQA: A Benchmark Dataset for African Economic Analysis based on World Bank Reports arxiv.org/abs/2601.15297 .CL

Intelligent Power Grid Design Review via Active Perception-Enabled Multimodal Large Language Models arxiv.org/abs/2601.14261 .CV .HC .LG

Call2Instruct: Automated Pipeline for Generating Q&A Datasets from Call Center Recordings for LLM Fine-Tuning arxiv.org/abs/2601.14263 .AS .LG .AI .CL .HC .SD

From Textbook to Talkbot: A Case Study of a Greek-Language RAG-Based Chatbot in Higher Education arxiv.org/abs/2601.14265 .CY .AI .CL

From Chaos to Clarity: Schema-Constrained AI for Auditable Biomedical Evidence Extraction from Full-Text PDFs arxiv.org/abs/2601.14267 .CL

Developmental trajectories of decision making and affective dynamics in large language models arxiv.org/abs/2601.14268 .CY .AI .CL

SynQP: A Framework and Metrics for Evaluating the Quality and Privacy Risk of Synthetic Data arxiv.org/abs/2601.12124 .LG .AI

UniMo: Unified Motion Generation and Understanding with Chain of Thought arxiv.org/abs/2601.12126 .AI

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