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arXiv cs.AI Research & Papers
Economic Evaluations of Language Models
arXiv cs.AI Research & Papers
Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Expla…
arXiv cs.AI Research & Papers
Reading and Steering Representations of Materials-Science Mechanisms in an Open-Weight La…
arXiv cs.AI Research & Papers
Benchmarking Confidential GPU Inference on NVIDIA H100 under Intel TDX
arXiv cs.AI Research & Papers
FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation
arXiv cs.AI Research & Papers
Information Discernment in Large Language Models
arXiv cs.AI Research & Papers
Drift-Aware RL-based Wavelet Denoising for Network-Traffic Anomaly Detection
arXiv cs.AI Research & Papers
Self-supervision drives representational convergence in medical foundation models more th…
arXiv cs.AI Research & Papers
LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning
arXiv cs.AI Research & Papers
Test Case Prioritization for DNNs via Neural Collapse Instability
arXiv cs.AI Research & Papers
Lifted Representation Hypothesis in Language Models
arXiv cs.AI Research & Papers
Language-Specific versus Cross-Lingual Knowledge Graphs for Implicit Aspect Identificatio…
arXiv cs.AI Research & Papers
AdaRoPE: Not All Attention Heads Should Rotate and Scale Equally
arXiv cs.AI Research & Papers
Statistically Grounded Sparse-Feature Interventions for Activation-Space Control in Large…
arXiv cs.AI Research & Papers
Co-Evolving LLM Evaluators and Policies via DynamicRubric
arXiv cs.AI Research & Papers
Logic-Guided Data Extraction with Answer Set Programming and Large Language Models
arXiv cs.AI Research & Papers
SciTrek: Evaluating and Improving Long-Context Numerical Reasoning over Scientific Articl…
arXiv cs.AI Research & Papers
Rethinking Uncertainty Evaluation in Large Language Models
arXiv cs.AI Research & Papers
Spectral-LSH: Sub-Quadratic Prompt Compression via Krylov-Projected Locality-Sensitive Ha…
arXiv cs.AI Research & Papers
Beyond Tracking or Shortcut: Composition-Bounded Predictive States in Poker Autoregressiv…
arXiv cs.AI Research & Papers
Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment
arXiv cs.AI Research & Papers
Reinforcement Learning for Large Language Model Selective Evidence Adoption from Contamin…
arXiv cs.AI Research & Papers
Euclean: Automated Geometry Problem Formalization with Unified Verification in Lean
arXiv cs.AI Research & Papers
PRIME-SVR: Physics-infoRmed Implicit Multi-Echo Slice-to-Volume Reconstruction for Fetal …
arXiv cs.AI Research & Papers
Formal Foundations for Known Good Reliable Die Screening in Chiplet-Based AI Systems-on-C…
arXiv cs.AI Research & Papers
Active Inference as a Convex Markov Decision Process
arXiv cs.AI Research & Papers
Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning
arXiv cs.AI Research & Papers
StreamHOI: Interaction-aware Temporal Memory Adaptation for Streaming HOI Video Generation
arXiv cs.AI Research & Papers
ELSAA: Efficient Low-Rank and Sparse Attention Approximation for Training Transformers
arXiv cs.AI Research & Papers
Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform…