Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling
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Noticias de IA
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SemHash-LLM: A Multi-Granularity Semantic Hashing Framework for Document Deduplication
EO-Agents: A Three-Agent LLM Pipeline for Earth Observation Hypothesis Generation
Coding-agents can replicate scientific machine learning papers
Algebraic Model Counting for Global Analysis of Optimal Decision Trees
PACE: A Proxy for Agentic Capability Evaluation
InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories
Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Mult…
Episodic-to-Semantic Consolidation Without Identity Drift
Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing
OntoLearner: A Modular Python Library for Ontology Learning with Large Language Models
Atomic Task Graph: A Unified Framework for Agentic Planning and Execution
A-TMA: Decoupling State-Aware Memory Failures in Long-Term Agent Memory
ElephantAgent: Contextual State Continuity in Agentic Systems
ContextSniper: AntTrail's Token-Efficient Code Memory for Repository-Level Program Repair
Rethinking Complexity Metrics for LLM-Integrated Applications: Beyond Source Code
SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use
Translating Natural Language to Strategic Temporal Specifications via LLMs
Resonant Brane Splatting for Arbitrary-Scale Super-Resolution
Four Types of LLM Reliance and Their Predictors Among Undergraduate Writers: A Mixed-Meth…
KernelSight-LM: A Kernel-Level LLM Inference Simulator
BLAgent: Agentic RAG for File-Level Bug Localization
ContraFix: Skill-Enhanced Contrastive Runtime Analysis for Vulnerability Repair
XSearch: Explainable Code Search via Concept-to-Code Alignment
Trust Region Inverse Reinforcement Learning: Explicit Dual Ascent using Local Policy Upda…
The Transformer as a Polar State Estimator
Regression Test Selection for Updated Capability Modules in Compositional ML Systems via …
ChemGraph-XANES: An Agentic Framework for XANES Simulation and Curation
Grounded autonomous scrutiny at scale: emergent critique from reproduction of published c…
Cross-Cultural Value Attribution in Large Vision-Language Models