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knowledge-representation
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knowledge-representation
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· documents ABOUT knowledge-representation across the archive
2,995
Documents about knowledge-representation
Documents about knowledge-representation
CAAFC: Chronological Actionable Automated Fact-Checker for misinformation / non-factual hallucination detection and correction
#178910
arXiv CS
Towards Automated Air Traffic Safety Assessment Around Non-Towered Airports Using Large Language Models
#178920
arXiv CS
Amplification to Synthesis: A Comparative Analysis of Cognitive Operations Before and After Generative AI
#180686
arXiv CS
RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation
#180712
arXiv CS
CLOVER: Closed-Loop Value Estimation \& Ranking for End-to-End Autonomous Driving Planning
#187347
arXiv CS
NeuroTrain: Surveying Local Learning Rules for Spiking Neural Networks with an Open Benchmarking Framework
#187353
arXiv CS
MicroscopyMatching: Towards a Ready-to-use Framework for Microscopy Image Analysis in Diverse Conditions
#187367
arXiv CS
Formal Methods Meet LLMs: Auditing, Monitoring, and Intervention for Compliance of Advanced AI Systems
#192387
arXiv CS
GeoGS-CE: Learning Delay--Beam Channel Priors with 3D Gaussians for High-Mobility Scenarios
#192402
arXiv CS
Towards Trustworthy and Explainable AI for Perception Models: From Concept to Prototype Vehicle Deployment
#192405
arXiv CS
CrossView Suite: Harnessing Cross-view Spatial Intelligence of MLLMs with Dataset, Model and Benchmark
#200531
arXiv CS
Passive Construction Site Safety Monitoring via Persona-Scaffolded Adversarial Chain-of-Thought VLM Verification
#204837
arXiv CS
Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts
#216863
arXiv CS
Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning
#216875
arXiv CS
Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS)
#229533
arXiv CS
Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering
#229545
arXiv CS
Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation
#229555
arXiv CS
Same Evidence, Different Answers: Canonical-Context On-Policy Distillation for Multi-Turn Language Models
#238655
arXiv CS
Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces
#242068
MIT Open Scholarship
Joint enrichment : texts, images, knowledge-bases in the context of biodiversity data
#246760
HAL (France)
Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest
#2636
arXiv CS
Quantifying Explanation Consistency: The C-Score Metric for CAM-Based Explainability in Medical Image Classification
#2638
arXiv CS
CrashSight: A Phase-Aware, Infrastructure-Centric Video Benchmark for Traffic Crash Scene Understanding and Reasoning
#2642
arXiv CS
Selective Attention System (SAS): Device-Addressed Speech Detection for Real-Time On-Device Voice AI
#2648
arXiv CS
Awakening the Sleeping Agent: Lean-Specific Agentic Data Reactivates General Tool Use in Goedel Prover
#2651
arXiv CS
On the Representational Limits of Quantum-Inspired 1024-D Document Embeddings: An Experimental Evaluation Framework
#6004
arXiv CS
Do We Really Need to Approach the Entire Pareto Front in Many-Objective Bayesian Optimisation?
#6006
arXiv CS
Persona-E$^2$: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events
#6025
arXiv CS
Multi-ORFT: Stable Online Reinforcement Fine-Tuning for Multi-Agent Diffusion Planning in Cooperative Driving
#10389
arXiv CS
RPA-Check: A Multi-Stage Automated Framework for Evaluating Dynamic LLM-based Role-Playing Agents
#10399
arXiv CS
From edges to meaning: Semantic line sketches as a cognitive scaffold for ancient pictograph invention
#13137
arXiv CS
Detecting and refurbishing ground truth errors during training of deep learning-based echocardiography segmentation models
#13139
arXiv CS
Gaslight, Gatekeep, V1-V3: Early Visual Cortex Alignment Shields Vision-Language Models from Sycophantic Manipulation
#14070
arXiv CS
Characterising LLM-Generated Competency Questions: a Cross-Domain Empirical Study using Open and Closed Models
#31304
arXiv CS
UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs
#31331
arXiv CS
The implicated scientist: on the role of AI researchers in the development of weapons systems
#120556
arXiv CS
LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL
#120571
arXiv CS
Can "AI" Be a Doctor? A Study of Empathy, Readability, and Alignment in Clinical LLMs
#124083
arXiv CS
Agentic AI-assisted coding offers a unique opportunity to instill epistemic grounding during software development
#126563
arXiv CS
On the Hybrid Nature of ABPMS Process Frames and its Implications on Automated Process Discovery
#134587
arXiv CS
CNSL-bench: Benchmarking the Sign Language Understanding Capabilities of MLLMs on Chinese National Sign Language
#134592
arXiv CS
Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets
#134597
arXiv CS
When Does LLM Self-Correction Help? A Control-Theoretic Markov Diagnostic and Verify-First Intervention
#134599
arXiv CS
Towards Safe Mobility: A Unified Transportation Foundation Model enabled by Open-Ended Vision-Language Dataset
#134601
arXiv CS
Tell Me Why: Designing an Explainable LLM-based Dialogue System for Student Problem Behavior Diagnosis
#134605
arXiv CS
A Co-Evolutionary Theory of Human-AI Coexistence: Mutualism, Governance, and Dynamics in Complex Societies
#134608
arXiv CS
Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models
#138970
arXiv CS
FastOMOP: A Foundational Architecture for Reliable Agentic Real-World Evidence Generation on OMOP CDM data
#138974
arXiv CS
Luminol-AIDetect: Fast Zero-shot Machine-Generated Text Detection based on Perplexity under Text Shuffling
#141517
arXiv CS
Towards Neuro-symbolic Causal Rule Synthesis, Verification, and Evaluation Grounded in Legal and Safety Principles
#149099
arXiv CS
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