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arXiv cs.AI Research & Papers
Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language M…
arXiv cs.AI Research & Papers
Prompt Optimization Is a Coin Flip: Diagnosing When It Helps in Compound AI Systems
arXiv cs.AI Research & Papers
SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces
arXiv cs.AI Research & Papers
ArcVQ-VAE: A Spherical Vector Quantization Framework with ArcCosine Additive Margin
arXiv cs.AI Research & Papers
MAVEN A Multi-Agent Framework for Multicultural Text-to-Video Generation
arXiv cs.AI Research & Papers
A Unified Framework for the Evaluation of LLM Agentic Capabilities
arXiv cs.AI Research & Papers
Periodic RoPE for Infinite Context LLMs
arXiv cs.AI Research & Papers
Do We Really Need Quantum Machine Learning?: A Multidimensional Empirical Study
arXiv cs.AI Research & Papers
SmartDirector: Keyframe-Conditioned Cinematic Video Generation with Narrative Pacing Cont…
arXiv cs.AI Research & Papers
FPMoE: A Sparse Mixture-of-Experts Approach to Functional Code Generation
arXiv cs.AI Research & Papers
LoSATok: Low-dimensional Semantic-Acoustic Tokenizer for Cross-Domain Audio Understanding…
arXiv cs.AI Research & Papers
Revisiting Anthropomorphic Reflection Markers in Large Language Model Reasoning
arXiv cs.AI Research & Papers
Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers
arXiv cs.AI Research & Papers
Trinity: Unifying Class-Agnostic Terrain and Semantic Segmentation for Unstructured Outdo…
arXiv cs.AI Research & Papers
Hallucination Behavior in Multimodal LLMs Across Agricultural Image Interpretation and Ge…
arXiv cs.AI Research & Papers
Detection Without Correction: A Two-Parameter Decomposition of Multi-Stage LLM Pipelines
arXiv cs.AI Research & Papers
Architecture-driven Shift: towards a lightweight selector for capturing the trends of log…
arXiv cs.AI Research & Papers
Do Models Know Why They Changed Their Mind? Interpretability and Faithfulness of Chain-of…
arXiv cs.AI Research & Papers
Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-…
arXiv cs.AI Research & Papers
LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Ligh…
arXiv cs.AI Research & Papers
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillat…
arXiv cs.AI Research & Papers
GQLA: Group-Query Latent Attention for Hardware-Adaptive Large Language Model Decoding
arXiv cs.AI Research & Papers
Structured Belief State and the First Precision-Aware Benchmark for LLM Memory Retrieval
arXiv cs.AI Research & Papers
Quantifying the Reconstructability of Astrophysical Methods with Large Language Models an…
arXiv cs.AI Research & Papers
Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models
arXiv cs.AI Research & Papers
S2MAM: Semi-supervised Meta Additive Model for Robust Estimation and Variable Selection
arXiv cs.AI Research & Papers
Negative Advantages Is a Double-Edged Sword: Calibrating advantages in GRPO for Search Ag…
arXiv cs.AI Research & Papers
When PCOS Meets Eating Disorders: An Explainable AI Approach to Detecting the Hidden Trip…
arXiv cs.AI Research & Papers
Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressi…
arXiv cs.AI Research & Papers
Speaking of Language: Reflections on Metalanguage Research in NLP