Logic-Guided Data Extraction with Answer Set Programming and Large Language Models
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Statistically Grounded Sparse-Feature Interventions for Activation-Space Control in Large…
AdaRoPE: Not All Attention Heads Should Rotate and Scale Equally
Lifted Representation Hypothesis in Language Models
LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning
Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow a…
Information Discernment in Large Language Models
Adaptive Capitulation: A Structural Failure Mode of LLM Responses in Vulnerability Contex…
FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation
Benchmarking Confidential GPU Inference on NVIDIA H100 under Intel TDX
Hybrid LSTM-Graph Neural Framework for Robust Financial Fraud Detection and Adversarial R…
Anatomy of a Sound Neural Reasoner: One-Shot Amortization, First-Pass Poisoning, and Sear…
PerfAgent: Profiler-Guided Iterative Refinement for Repository-Level Code Optimization
Reference-Free Evaluation of Reasoning in Open-Ended Question Answering
SLPO: Scaling Latent Reasoning via a Surrogate Policy
PhenSPINE: A Standardized Benchmark for Spine Pathology Diagnosis
Personalized Recommendation Tool Learning via Autonomous Language Agents
An Automated Framework for Extracting Reachable Attack Chains from Cyber Threat Intellige…
The World Model Remembers, the Actor Forgets: Dream Rehearsal for Continual Model-Based RL
Learning the Arabic Dialect Continuum as a Continuous Space: A Regression Approach to Spe…
An Isotropy-Preserving Spectral Cap for Muon: Theory and Three Case Studies
Physics-Aware Complex-Valued State Space Model with Scattering-Prior Feature Modulation f…
OPIUM: Mitigating Steering Externalities and Over-Refusal via Dual Objective Latent Optim…
Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes
Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models
Memory-Augmented Multimodal Large Language Models for Small Object Understanding in Strea…
REGEN: Replay-recycling for Expert-to-Generalist distillation with Offline Reinforcement …
PRISM-DR: Per-lesion Retinal Inference with Specialist Models for Diabetic Retinopathy
Defense Against LLM Backdoors using Critical Neuron Isolation Pruning
OSVE: One Step Video Editing with One Step Diffusion Models