300 canonical paper links on this archive page.
- Distilling Conversations: Abstract Compression of Conversational Audio Context for LLM-based ASRarxiv-2603.26246 Sparse Blocked context onlyMar 27, 2026
- Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agentsarxiv-2603.26233 Sparse Blocked context onlyMar 27, 2026
- DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Modelsarxiv-2603.26164 Direct Blocked context onlyMar 27, 2026
- Sustainable Hybrid Document-Routed Retrieval for Financial RAG: Resolving the Robustness-Precision Trade-offarxiv-2603.26815 Sparse Blocked context onlyMar 26, 2026
- Vega: Learning to Drive with Natural Language Instructionsarxiv-2603.25741 Sparse Blocked context onlyMar 26, 2026
- Training the Knowledge Base through Evidence Distillation and Write-Back Enrichmentarxiv-2603.25737 Sparse Blocked context onlyMar 26, 2026
- R-C2: Cycle-Consistent Reinforcement Learning Improves Multimodal Reasoningarxiv-2603.25720 Sparse Blocked context onlyMar 26, 2026
- Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Modelsarxiv-2603.25716 Direct Blocked context onlyMar 26, 2026
- S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculationarxiv-2603.25702 Sparse Blocked context onlyMar 26, 2026
- Self-Improvement of Large Language Models: A Technical Overview and Future Outlookarxiv-2603.25681 Sparse Blocked context onlyMar 26, 2026
- Is Mathematical Problem-Solving Expertise in Large Language Models Associated with Assessment Performance?arxiv-2603.25633 Sparse Blocked context onlyMar 26, 2026
- PICon: A Multi-Turn Interrogation Framework for Evaluating Persona Agent Consistencyarxiv-2603.25620 Sparse Blocked context onlyMar 26, 2026
- Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verificationarxiv-2603.25613 Sparse Blocked context onlyMar 26, 2026
- Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixesarxiv-2603.25562 Direct Blocked context onlyMar 26, 2026
- EcoThink: A Green Adaptive Inference Framework for Sustainable and Accessible Agentsarxiv-2603.25498 Sparse Blocked context onlyMar 26, 2026
- Cross-Model Disagreement as a Label-Free Correctness Signalarxiv-2603.25450 Sparse Blocked context onlyMar 26, 2026
- From Manipulation to Mistrust: Explaining Diverse Micro-Video Misinformation for Robust Debunking in the Wildarxiv-2603.25423 Sparse Blocked context onlyMar 26, 2026
- Navigating the Prompt Space: Improving LLM Classification of Social Science Texts Through Prompt Engineeringarxiv-2603.25422 Sparse Blocked context onlyMar 26, 2026
- TAPO: Translation Augmented Policy Optimization for Multilingual Mathematical Reasoningarxiv-2603.25419 Sparse Blocked context onlyMar 26, 2026
- Beyond Content Safety: Real-Time Monitoring for Reasoning Vulnerabilities in Large Language Modelsarxiv-2603.25412 Sparse Blocked context onlyMar 26, 2026
- System Design for Maintaining Internal State Consistency in Long-Horizon Robotic Tabletop Gamesarxiv-2603.25405 Sparse Blocked context onlyMar 26, 2026
- Large Language Model as Token Compressor and Decompressorarxiv-2603.25340 Sparse Blocked context onlyMar 26, 2026
- AD-CARE: A Guideline-grounded, Modality-agnostic LLM Agent for Real-world Alzheimer's Disease Diagnosis with Multi-cohort Assessment, Fairness Analysis, and Reader Studyarxiv-2603.25322 Sparse Blocked context onlyMar 26, 2026
- Separate Before You Compress: The WWHO Tokenization Architecturearxiv-2603.25309 Sparse Blocked context onlyMar 26, 2026
- SliderQuant: Accurate Post-Training Quantization for LLMsarxiv-2603.25284 Sparse Blocked context onlyMar 26, 2026
- CRAFT: Grounded Multi-Agent Coordination Under Partial Informationarxiv-2603.25268 Sparse Blocked context onlyMar 26, 2026
- MolQuest: A Benchmark for Agentic Evaluation of Abductive Reasoning in Chemical Structure Elucidationarxiv-2603.25253 Sparse Blocked context onlyMar 26, 2026
- FluxEDA: A Unified Execution Infrastructure for Stateful Agentic EDAarxiv-2603.25243 Sparse Blocked context onlyMar 26, 2026
- Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detectionarxiv-2603.25203 Sparse Blocked context onlyMar 26, 2026
- Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Modelsarxiv-2603.25155 Sparse Blocked context onlyMar 26, 2026
- OMIND: Framework for Knowledge Grounded Finetuning and Multi-Turn Dialogue Benchmark for Mental Health LLMsarxiv-2603.25105 Sparse Blocked context onlyMar 26, 2026
- An Explainable Ensemble Learning Framework for Crop Classification with Optimized Feature Pyramids and Deep Networksarxiv-2603.25070 Sparse Blocked context onlyMar 26, 2026
- TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualizationarxiv-2603.25063 Sparse Blocked context onlyMar 26, 2026
- Closing the Confidence-Faithfulness Gap in Large Language Modelsarxiv-2603.25052 Sparse Blocked context onlyMar 26, 2026
- Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scalearxiv-2603.25040 Direct Blocked context onlyMar 26, 2026
- Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Matharxiv-2603.24961 Sparse Blocked context onlyMar 26, 2026
- Reaching Beyond the Mode: RL for Distributional Reasoning in Language Modelsarxiv-2603.24844 Sparse Blocked context onlyMar 25, 2026
- Prune as You Generate: Online Rollout Pruning for Faster and Better RLVRarxiv-2603.24840 Sparse Blocked context onlyMar 25, 2026
- MARCH: Multi-Agent Reinforced Self-Check for LLM Hallucinationarxiv-2603.24579 Sparse Blocked context onlyMar 25, 2026
- VFIG: Vectorizing Complex Figures in SVG with Vision-Language Modelsarxiv-2603.24575 Sparse Blocked context onlyMar 25, 2026
- Evaluating Chunking Strategies For Retrieval-Augmented Generation in Oil and Gas Enterprise Documentsarxiv-2603.24556 Sparse Blocked context onlyMar 25, 2026
- Representation Learning to Study Temporal Dynamics in Tutorial Scaffoldingarxiv-2603.24535 Sparse Blocked context onlyMar 25, 2026
- UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experiencearxiv-2603.24533 Sparse Blocked context onlyMar 25, 2026
- Multi-Agent Reasoning with Consistency Verification Improves Uncertainty Calibration in Medical MCQAarxiv-2603.24481 Sparse Blocked context onlyMar 25, 2026
- Mechanic: Sorrifier-Driven Formal Decomposition Workflow for Automated Theorem Provingarxiv-2603.24465 Sparse Blocked context onlyMar 25, 2026
- ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchersarxiv-2603.24414 Sparse Blocked context onlyMar 25, 2026
- PINGALA: Prosody-Aware Decoding for Sanskrit Poetry Generationarxiv-2603.24413 Sparse Blocked context onlyMar 25, 2026
- When AI Meets Early Childhood Education: Large Language Models as Assessment Teammates in Chinese Preschoolsarxiv-2603.24389 Sparse Blocked context onlyMar 25, 2026
- MolEvolve: LLM-Guided Evolutionary Search for Interpretable Molecular Optimizationarxiv-2603.24382 Direct Blocked context onlyMar 25, 2026
- Large Language Model Guided Incentive Aware Reward Design for Cooperative Multi-Agent Reinforcement Learningarxiv-2603.24324 Sparse Blocked context onlyMar 25, 2026
- Semantic Alignment across Ancient Egyptian Language Stages via Normalization-Aware Multitask Learningarxiv-2603.24258 Sparse Blocked context onlyMar 25, 2026
- Invisible Threats from Model Context Protocol: Generating Stealthy Injection Payload via Tree-based Adaptive Searcharxiv-2603.24203 Sparse Blocked context onlyMar 25, 2026
- Alignment Reduces Expressed but Not Encoded Gender Bias: A Unified Framework and Studyarxiv-2603.24125 Sparse Blocked context onlyMar 25, 2026
- The Alignment Tax: Response Homogenization in Aligned LLMs and Its Implications for Uncertainty Estimationarxiv-2603.24124 Sparse Blocked context onlyMar 25, 2026
- LLMpedia: A Transparent Framework to Materialize an LLM's Encyclopedic Knowledge at Scalearxiv-2603.24080 Sparse Blocked context onlyMar 25, 2026
- Thinking with Tables: Enhancing Multi-Modal Tabular Understanding via Neuro-Symbolic Reasoningarxiv-2603.24004 Sparse Blocked context onlyMar 25, 2026
- The Price Reversal Phenomenon: When Cheaper Reasoning Models Cost Morearxiv-2603.23971 Sparse Blocked context onlyMar 25, 2026
- From AI Assistant to AI Scientist: Autonomous Discovery of LLM-RL Algorithms with LLM Agentsarxiv-2603.23951 Sparse Blocked context onlyMar 25, 2026
- OmniACBench: A Benchmark for Evaluating Context-Grounded Acoustic Control in Omni-Modal Modelsarxiv-2603.23938 Sparse Blocked context onlyMar 25, 2026
- Self-Distillation for Multi-Token Predictionarxiv-2603.23911 Sparse Blocked context onlyMar 25, 2026
- AnalogAgent: Self-Improving Analog Circuit Design Automation with LLM Agentsarxiv-2603.23910 Sparse Blocked context onlyMar 25, 2026
- DUPLEX: Agentic Dual-System Planning via LLM-Driven Information Extractionarxiv-2603.23909 Sparse Blocked context onlyMar 25, 2026
- SCoOP: Semantic Consistent Opinion Pooling for Uncertainty Quantification in Multiple Vision-Language Model Systemsarxiv-2603.23853 Sparse Blocked context onlyMar 25, 2026
- BeliefShift: Benchmarking Temporal Belief Consistency and Opinion Drift in LLM Agentsarxiv-2603.23848 Sparse Blocked context onlyMar 25, 2026
- Language Model Planners do not Scale, but do Formalizers?arxiv-2603.23844 Sparse Blocked context onlyMar 25, 2026
- PoliticsBench: Benchmarking Political Values in Large Language Models with Multi-Turn Roleplayarxiv-2603.23841 Sparse Blocked context onlyMar 25, 2026
- VehicleMemBench: An Executable Benchmark for Multi-User Long-Term Memory in In-Vehicle Agentsarxiv-2603.23840 Sparse Blocked context onlyMar 25, 2026
- IslamicMMLU: A Benchmark for Evaluating LLMs on Islamic Knowledgearxiv-2603.23750 Sparse Blocked context onlyMar 24, 2026
- LLMs Do Not Grade Essays Like Humansarxiv-2603.23714 Sparse Blocked context onlyMar 24, 2026
- The Diminishing Returns of Early-Exit Decoding in Modern LLMsarxiv-2603.23701 Sparse Blocked context onlyMar 24, 2026
- Swiss-Bench SBP-002: A Frontier Model Comparison on Swiss Legal and Regulatory Tasksarxiv-2603.23646 Sparse Blocked context onlyMar 24, 2026
- Evaluating a Multi-Agent Voice-Enabled Smart Speaker for Care Homes: A Safety-Focused Frameworkarxiv-2603.23625 Sparse Blocked context onlyMar 24, 2026
- VISion On Request: Enhanced VLLM efficiency with sparse, dynamically selected, vision-language interactionsarxiv-2603.23495 Sparse Blocked context onlyMar 24, 2026
- SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planningarxiv-2603.23483 Sparse Blocked context onlyMar 24, 2026
- SortedRL: Accelerating RL Training for LLMs through Online Length-Aware Schedulingarxiv-2603.23414 Sparse Blocked context onlyMar 24, 2026
- Off-Policy Value-Based Reinforcement Learning for Large Language Modelsarxiv-2603.23355 Sparse Blocked context onlyMar 24, 2026
- SafeSeek: Universal Attribution of Safety Circuits in Language Modelsarxiv-2603.23268 Sparse Blocked context onlyMar 24, 2026
- Is AI Catching Up to Human Expression? Exploring Emotion, Personality, Authorship, and Linguistic Style in English and Arabic with Six Large Language Modelsarxiv-2603.23251 Sparse Blocked context onlyMar 24, 2026
- Decoding AI Authorship: Can LLMs Truly Mimic Human Style Across Literature and Politics?arxiv-2603.23219 Sparse Blocked context onlyMar 24, 2026
- Unbiased Reward Modeling from Implicit Feedback for LLM Alignmentarxiv-2603.23184 Sparse Blocked context onlyMar 24, 2026
- AgentRAE: Remote Action Execution through Notification-based Visual Backdoors against Screenshots-based Mobile GUI Agentsarxiv-2603.23007 Sparse Blocked context onlyMar 24, 2026
- PersonalQ: Select, Quantize, and Serve Personalized Diffusion Models for Efficient Inferencearxiv-2603.22943 Sparse Blocked context onlyMar 24, 2026
- Optimizing Small Language Models for NL2SQL via Chain-of-Thought Fine-Tuningarxiv-2603.22942 Sparse Blocked context onlyMar 24, 2026
- The illusion of reasoning: step-level evaluation reveals decorative chain-of-thought in frontier language modelsarxiv-2603.22816 Sparse Blocked context onlyMar 24, 2026
- Language Models Can Explain Visual Features via Steeringarxiv-2603.22593 Sparse Blocked context onlyMar 23, 2026
- Lie to Me: How Faithful Is Chain-of-Thought Reasoning in Reasoning Models?arxiv-2603.22582 Curated Related Blocked context onlyMar 23, 2026
- CAPITU: A Benchmark for Evaluating Instruction-Following in Brazilian Portuguese with Literary Contextarxiv-2603.22576 Sparse Blocked context onlyMar 23, 2026
- Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videosarxiv-2603.22529 Sparse Blocked context onlyMar 23, 2026
- Tiny Inference-Time Scaling with Latent Verifiersarxiv-2603.22492 Sparse Blocked context onlyMar 23, 2026
- LLM-guided headline rewriting for clickability enhancement without clickbaitarxiv-2603.22459 Sparse Blocked context onlyMar 23, 2026
- Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMsarxiv-2603.22446 Sparse Blocked context onlyMar 23, 2026
- WorldCache: Content-Aware Caching for Accelerated Video World Modelsarxiv-2603.22286 Sparse Blocked context onlyMar 23, 2026
- TiCo: Time-Controllable Training for Spoken Dialogue Modelsarxiv-2603.22267 Sparse Blocked context onlyMar 23, 2026
- From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agentsarxiv-2603.22386 Sparse Blocked context onlyMar 23, 2026
- MemDLM: Memory-Enhanced DLM Trainingarxiv-2603.22241 Sparse Blocked context onlyMar 23, 2026
- Gumbel Distillation for Parallel Text Generationarxiv-2603.22216 Sparse Blocked context onlyMar 23, 2026
- Dual-Space Knowledge Distillation with Key-Query Matching for Large Language Models with Vocabulary Mismatcharxiv-2603.22056 Sparse Blocked context onlyMar 23, 2026
- SecureBreak -- A dataset towards safe and secure modelsarxiv-2603.21975 Sparse Blocked context onlyMar 23, 2026
- Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipearxiv-2603.21972 Sparse Blocked context onlyMar 23, 2026
- Parameter-Efficient Fine-Tuning for Medical Text Summarization: A Comparative Study of Lora, Prompt Tuning, and Full Fine-Tuningarxiv-2603.21970 Sparse Blocked context onlyMar 23, 2026
- Guideline-grounded retrieval-augmented generation for ophthalmic clinical decision supportarxiv-2603.21925 Sparse Blocked context onlyMar 23, 2026
- P^2O: Joint Policy and Prompt Optimizationarxiv-2603.21877 Sparse Blocked context onlyMar 23, 2026
- Manifold-Aware Exploration for Reinforcement Learning in Video Generationarxiv-2603.21872 Sparse Blocked context onlyMar 23, 2026
- Cycle Inverse-Consistent TransMorph: A Balanced Deep Learning Framework for Brain MRI Registrationarxiv-2603.21760 Sparse Blocked context onlyMar 23, 2026
- SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Modelsarxiv-2603.21720 Sparse Blocked context onlyMar 23, 2026
- Rethinking Token Reduction for Large Vision-Language Modelsarxiv-2603.21701 Sparse Blocked context onlyMar 23, 2026
- Optimizing Multi-Agent Weather Captioning via Text Gradient Descent: A Training-Free Approach with Consensus-Aware Gradient Fusionarxiv-2603.21673 Sparse Blocked context onlyMar 23, 2026
- AgenticRec: End-to-End Tool-Integrated Policy Optimization for Ranking-Oriented Recommender Agentsarxiv-2603.21613 Sparse Blocked context onlyMar 23, 2026
- Riemannian Geometry Speaks Louder Than Words: From Graph Foundation Model to Next-Generation Graph Intelligencearxiv-2603.21601 Sparse Blocked context onlyMar 23, 2026
- Cerebra: A Multidisciplinary AI Board for Multimodal Dementia Characterization and Risk Assessmentarxiv-2603.21597 Sparse Blocked context onlyMar 23, 2026
- Spatio-Temporal Attention Enhanced Multi-Agent DRL for UAV-Assisted Wireless Networks with Limited Communicationsarxiv-2603.21594 Sparse Blocked context onlyMar 23, 2026
- Mind over Space: Can Multimodal Large Language Models Mentally Navigate?arxiv-2603.21577 Sparse Blocked context onlyMar 23, 2026
- PRISM: Breaking the O(n) Memory Wall in Long-Context LLM Inference via O(1) Photonic Block Selectionarxiv-2603.21576 Sparse Blocked context onlyMar 23, 2026
- Adaptive Robust Estimator for Multi-Agent Reinforcement Learningarxiv-2603.21574 Sparse Blocked context onlyMar 23, 2026
- Counterfactual Credit Policy Optimization for Multi-Agent Collaborationarxiv-2603.21563 Sparse Blocked context onlyMar 23, 2026
- What Do World Models Learn in RL? Probing Latent Representations in Learned Environment Simulatorsarxiv-2603.21546 Sparse Blocked context onlyMar 23, 2026
- SafePilot: A Framework for Assuring LLM-enabled Cyber-Physical Systemsarxiv-2603.21523 Sparse Blocked context onlyMar 23, 2026
- Efficient Failure Management for Multi-Agent Systems with Reasoning Trace Representationarxiv-2603.21522 Sparse Blocked context onlyMar 23, 2026
- Unified-MAS: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systemsarxiv-2603.21475 Sparse Blocked context onlyMar 23, 2026
- Cross-Context Verification: Hierarchical Detection of Benchmark Contamination through Session-Isolated Analysisarxiv-2603.21454 Sparse Blocked context onlyMar 23, 2026
- KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learningarxiv-2603.21440 Sparse Blocked context onlyMar 22, 2026
- LLM-Powered Workflow Optimization for Multidisciplinary Software Development: An Automotive Industry Case Studyarxiv-2603.21439 Sparse Blocked context onlyMar 22, 2026
- DomAgent: Leveraging Knowledge Graphs and Case-Based Reasoning for Domain-Specific Code Generationarxiv-2603.21430 Sparse Blocked context onlyMar 22, 2026
- PivotRL: High Accuracy Agentic Post-Training at Low Compute Costarxiv-2603.21383 Sparse Blocked context onlyMar 22, 2026
- A transformer architecture alteration to incentivise externalised reasoningarxiv-2603.21376 Sparse Blocked context onlyMar 22, 2026
- Cross-Family Speculative Decoding for Polish Language Models on Apple~Silicon: An Empirical Evaluation of Bielik~11B with UAG-Extended MLX-LMarxiv-2604.16368 Sparse Blocked context onlyMar 22, 2026
- AdaRubric: Task-Adaptive Rubrics for LLM Agent Evaluationarxiv-2603.21362 Direct Blocked context onlyMar 22, 2026
- RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Modelsarxiv-2603.21341 Sparse Blocked context onlyMar 22, 2026
- COINBench: Moving Beyond Individual Perspectives to Collective Intent Understandingarxiv-2603.21329 Sparse Blocked context onlyMar 22, 2026
- Improving Coherence and Persistence in Agentic AI for System Optimizationarxiv-2603.21321 Sparse Blocked context onlyMar 22, 2026
- Enhancing reasoning accuracy in large language models during inference timearxiv-2603.21301 Sparse Blocked context onlyMar 22, 2026
- When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoningarxiv-2603.21289 Sparse Blocked context onlyMar 22, 2026
- WARBENCH: A Comprehensive Benchmark for Evaluating LLMs in Military Decision-Makingarxiv-2603.21280 Sparse Blocked context onlyMar 22, 2026
- Conversation Tree Architecture: A Structured Framework for Context-Aware Multi-Branch LLM Conversationsarxiv-2603.21278 Sparse Blocked context onlyMar 22, 2026
- Aggregation Alignment for Federated Learning with Mixture-of-Experts under Data Heterogeneityarxiv-2603.21276 Sparse Blocked context onlyMar 22, 2026
- The Library Theorem: How External Organization Governs Agentic Reasoning Capacityarxiv-2603.21272 Sparse Blocked context onlyMar 22, 2026
- Graph of States: Solving Abductive Tasks with Large Language Modelsarxiv-2603.21250 Sparse Blocked context onlyMar 22, 2026
- QMoP: Query Guided Mixture-of-Projector for Efficient Visual Token Compressionarxiv-2603.21232 Sparse Blocked context onlyMar 22, 2026
- When Convenience Becomes Risk: A Semantic View of Under-Specification in Host-Acting Agentsarxiv-2603.21231 Sparse Blocked context onlyMar 22, 2026
- ALMAB-DC: Active Learning, Multi-Armed Bandits, and Distributed Computing for Sequential Experimental Design and Black-Box Optimizationarxiv-2603.21180 Sparse Blocked context onlyMar 22, 2026
- SleepVLM: Explainable and Rule-Grounded Sleep Staging via a Vision-Language Modelarxiv-2603.26738 Sparse Blocked context onlyMar 22, 2026
- ReasonScaffold: A Scaffolded Reasoning-based Annotation Protocol for Human-AI Co-Annotationarxiv-2603.21094 Sparse Blocked context onlyMar 22, 2026
- Alignment Whack-a-Mole : Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Modelsarxiv-2603.20957 Sparse Blocked context onlyMar 21, 2026
- T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Searcharxiv-2603.22341 Sparse Blocked context onlyMar 21, 2026
- Clinical Cognition Alignment for Gastrointestinal Diagnosis with Multimodal LLMsarxiv-2603.20698 Sparse Blocked context onlyMar 21, 2026
- PAVE: Premise-Aware Validation and Editing for Retrieval-Augmented LLMsarxiv-2603.20673 Sparse Blocked context onlyMar 21, 2026
- Towards Intelligent Geospatial Data Discovery: a knowledge graph-driven multi-agent framework powered by large language modelsarxiv-2603.20670 Sparse Blocked context onlyMar 21, 2026
- MKA: Memory-Keyed Attention for Efficient Long-Context Reasoningarxiv-2603.20586 Sparse Blocked context onlyMar 21, 2026
- Permutation-Consensus Listwise Judging for Robust Factuality Evaluationarxiv-2603.20562 Sparse Blocked context onlyMar 20, 2026
- PersonaVLM: Long-Term Personalized Multimodal LLMsarxiv-2604.13074 Curated Related Blocked context onlyMar 20, 2026
- ReViSQL: Achieving Human-Level Text-to-SQLarxiv-2603.20004 Sparse Blocked context onlyMar 20, 2026
- When Contextual Inference Fails: Cancelability in Interactive Instruction Followingarxiv-2603.19997 Sparse Blocked context onlyMar 20, 2026
- Inducing Sustained Creativity and Diversity in Large Language Modelsarxiv-2603.19519 Sparse Blocked context onlyMar 19, 2026
- Not All Features Are Created Equal: A Mechanistic Study of Vision-Language-Action Modelsarxiv-2603.19233 Sparse Blocked context onlyMar 19, 2026
- FinTradeBench: A Financial Reasoning Benchmark for LLMsarxiv-2603.19225 Sparse Blocked context onlyMar 19, 2026
- Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillationarxiv-2603.19220 Sparse Blocked context onlyMar 19, 2026
- Box Maze: A Process-Control Architecture for Reliable LLM Reasoningarxiv-2603.19182 Sparse Blocked context onlyMar 19, 2026
- SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limitsarxiv-2603.19173 Direct Blocked context onlyMar 19, 2026
- ARIADNE: A Perception-Reasoning Synergy Framework for Trustworthy Coronary Angiography Analysisarxiv-2603.19169 Sparse Blocked context onlyMar 19, 2026
- Evaluating Counterfactual Strategic Reasoning in Large Language Modelsarxiv-2603.19167 Sparse Blocked context onlyMar 19, 2026
- cuGenOpt: A GPU-Accelerated General-Purpose Metaheuristic Framework for Combinatorial Optimizationarxiv-2603.19163 Sparse Blocked context onlyMar 19, 2026
- VEPO: Variable Entropy Policy Optimization for Low-Resource Language Foundation Modelsarxiv-2603.19152 Sparse Blocked context onlyMar 19, 2026
- D5P4: Partition Determinantal Point Process for Diversity in Parallel Discrete Diffusion Decodingarxiv-2603.19146 Sparse Blocked context onlyMar 19, 2026
- UGID: Unified Graph Isomorphism for Debiasing Large Language Modelsarxiv-2603.19144 Sparse Blocked context onlyMar 19, 2026
- How Uncertainty Estimation Scales with Sampling in Reasoning Modelsarxiv-2603.19118 Sparse Blocked context onlyMar 19, 2026
- CAMO: A Conditional Neural Solver for the Multi-objective Multiple Traveling Salesman Problemarxiv-2603.19074 Sparse Blocked context onlyMar 19, 2026
- Parallelograms Strike Back: LLMs Generate Better Analogies than Peoplearxiv-2603.19066 Sparse Blocked context onlyMar 19, 2026
- MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Modelsarxiv-2603.19044 Sparse Blocked context onlyMar 19, 2026
- What Really Controls Temporal Reasoning in Large Language Models: Tokenisation or Representation of Time?arxiv-2603.19017 Sparse Blocked context onlyMar 19, 2026
- Security awareness in LLM agents: the NDAI zone casearxiv-2603.19011 Sparse Blocked context onlyMar 19, 2026
- Hypothesis-Conditioned Query Rewriting for Decision-Useful Retrievalarxiv-2603.19008 Sparse Blocked context onlyMar 19, 2026
- AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Sciencearxiv-2603.19005 Direct Blocked context onlyMar 19, 2026
- Evaluating 5W3H Structured Prompting for Intent Alignment in Human-AI Interactionarxiv-2603.18976 Sparse Blocked context onlyMar 19, 2026
- Entropy trajectory shape predicts LLM reasoning reliability: A diagnostic study of uncertainty dynamics in chain-of-thoughtarxiv-2603.18940 Sparse Blocked context onlyMar 19, 2026
- Characterizing Linear Alignment Across Language Modelsarxiv-2603.18908 Sparse Blocked context onlyMar 19, 2026
- Act While Thinking: Accelerating LLM Agents via Pattern-Aware Speculative Tool Executionarxiv-2603.18897 Sparse Blocked context onlyMar 19, 2026
- I Can't Believe It's Corrupt: Evaluating Corruption in Multi-Agent Governance Systemsarxiv-2603.18894 Sparse Blocked context onlyMar 19, 2026
- Reasoning over mathematical objects: on-policy reward modeling and test time aggregationarxiv-2603.18886 Sparse Blocked context onlyMar 19, 2026
- Bridging Network Fragmentation: A Semantic-Augmented DRL Framework for UAV-aided VANETsarxiv-2603.18871 Sparse Blocked context onlyMar 19, 2026
- RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language Modelsarxiv-2603.18859 Sparse Blocked context onlyMar 19, 2026
- Motion-o: Trajectory-Grounded Video Reasoningarxiv-2603.18856 Sparse Blocked context onlyMar 19, 2026
- Mi:dm K 2.5 Proarxiv-2603.18788 Sparse Blocked context onlyMar 19, 2026
- Are complicated loss functions necessary for teaching LLMs to reason?arxiv-2603.18756 Sparse Blocked context onlyMar 19, 2026
- Memento-Skills: Let Agents Design Agentsarxiv-2603.18743 Direct Blocked context onlyMar 19, 2026
- CausalRM: Causal-Theoretic Reward Modeling for RLHF from Observational User Feedbacksarxiv-2603.18736 Sparse Blocked context onlyMar 19, 2026
- HISR: Hindsight Information Modulated Segmental Process Rewards For Multi-turn Agentic Reinforcement Learningarxiv-2603.18683 Sparse Blocked context onlyMar 19, 2026
- MOSAIC: Multi-Objective Slice-Aware Iterative Curation for Alignmentarxiv-2603.18637 Sparse Blocked context onlyMar 19, 2026
- Learning to Self-Evolvearxiv-2603.18620 Sparse Blocked context onlyMar 19, 2026
- Cross-Modal Rationale Transfer for Explainable Humanitarian Classification on Social Mediaarxiv-2603.18611 Sparse Blocked context onlyMar 19, 2026
- AutORAN: LLM-driven Natural Language Programming for Agile xApp Developmentarxiv-2603.18604 Sparse Blocked context onlyMar 19, 2026
- SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decodingarxiv-2603.18567 Direct Blocked context onlyMar 19, 2026
- UT-ACA: Uncertainty-Triggered Adaptive Context Allocation for Long-Context Inferencearxiv-2603.18446 Sparse Blocked context onlyMar 19, 2026
- TARo: Token-level Adaptive Routing for LLM Test-time Alignmentarxiv-2603.18411 Sparse Blocked context onlyMar 19, 2026
- TopoChunker: Topology-Aware Agentic Document Chunking Frameworkarxiv-2603.18409 Sparse Blocked context onlyMar 19, 2026
- PowerFlow: Unlocking the Dual Nature of LLMs via Principled Distribution Matchingarxiv-2603.18363 Sparse Blocked context onlyMar 19, 2026
- Unified Spatio-Temporal Token Scoring for Efficient Video VLMsarxiv-2603.18004 Sparse Blocked context onlyMar 18, 2026
- TDAD: Test-Driven Agentic Development - Reducing Code Regressions in AI Coding Agents via Graph-Based Impact Analysisarxiv-2603.17973 Sparse Blocked context onlyMar 18, 2026
- Efficient Training-Free Multi-Token Prediction via Embedding-Space Probingarxiv-2603.17942 Sparse Blocked context onlyMar 18, 2026
- IndicSafe: A Benchmark for Evaluating Multilingual LLM Safety in South Asiaarxiv-2603.17915 Sparse Blocked context onlyMar 18, 2026
- RAMP: Reinforcement Adaptive Mixed Precision Quantization for Efficient On Device LLM Inferencearxiv-2603.17891 Sparse Blocked context onlyMar 18, 2026
- Mitigating LLM Hallucinations through Domain-Grounded Tiered Retrievalarxiv-2603.17872 Sparse Blocked context onlyMar 18, 2026
- Text-to-Stage: Spatial Layouts from Long-form Narrativesarxiv-2603.17832 Sparse Blocked context onlyMar 18, 2026
- Process Supervision for Chain-of-Thought Reasoning via Monte Carlo Net Information Gainarxiv-2603.17815 Sparse Blocked context onlyMar 18, 2026
- Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradientsarxiv-2603.17809 Sparse Blocked context onlyMar 18, 2026
- Governed Memory: A Production Architecture for Multi-Agent Workflowsarxiv-2603.17787 Sparse Blocked context onlyMar 18, 2026
- Facts as First Class Objects: Knowledge Objects for Persistent LLM Memoryarxiv-2603.17781 Sparse Blocked context onlyMar 18, 2026
- CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolutionarxiv-2603.17775 Sparse Blocked context onlyMar 18, 2026
- Post-Training Local LLM Agents for Linux Privilege Escalation with Verifiable Rewardsarxiv-2603.17673 Curated Related Blocked context onlyMar 18, 2026
- VeriGrey: Greybox Agent Validationarxiv-2603.17639 Sparse Blocked context onlyMar 18, 2026
- Complementary Reinforcement Learningarxiv-2603.17621 Sparse Blocked context onlyMar 18, 2026
- VeriAgent: A Tool-Integrated Multi-Agent System with Evolving Memory for PPA-Aware RTL Code Generationarxiv-2603.17613 Sparse Blocked context onlyMar 18, 2026
- Inducing Epistemological Humility in Large Language Models: A Targeted SFT Approach to Reducing Hallucinationarxiv-2603.17504 Sparse Blocked context onlyMar 18, 2026
- Learning When to Attend: Conditional Memory Access for Long-Context LLMsarxiv-2603.17484 Sparse Blocked context onlyMar 18, 2026
- VirPro: Visual-referred Probabilistic Prompt Learning for Weakly-Supervised Monocular 3D Detectionarxiv-2603.17470 Sparse Blocked context onlyMar 18, 2026
- TRiMS: Real-Time Tracking of Minimal Sufficient Length for Efficient Reasoning via RLarxiv-2603.17449 Sparse Blocked context onlyMar 18, 2026
- InfoDensity: Rewarding Information-Dense Traces for Efficient Reasoningarxiv-2603.17310 Sparse Blocked context onlyMar 18, 2026
- Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representationsarxiv-2603.17305 Sparse Blocked context onlyMar 18, 2026
- SYMDIREC: A Neuro-Symbolic Divide-Retrieve-Conquer Framework for Enhanced RTL Synthesis and Summarizationarxiv-2603.17208 Sparse Blocked context onlyMar 17, 2026
- Ensemble Self-Training for Unsupervised Machine Translationarxiv-2603.17087 Sparse Blocked context onlyMar 17, 2026
- HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoningarxiv-2603.17024 Sparse Blocked context onlyMar 17, 2026
- Online Experiential Learning for Language Modelsarxiv-2603.16856 Sparse Blocked context onlyMar 17, 2026
- Internalizing Agency from Reflective Experiencearxiv-2603.16843 Sparse Blocked context onlyMar 17, 2026
- Probing Cultural Signals in Large Language Models through Author Profilingarxiv-2603.16749 Direct Blocked context onlyMar 17, 2026
- IQuest-Coder-V1 Technical Reportarxiv-2603.16733 Sparse Blocked context onlyMar 17, 2026
- Fast-WAM: Do World Action Models Need Test-time Future Imagination?arxiv-2603.16666 Direct Blocked context onlyMar 17, 2026
- Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speecharxiv-2603.16606 Sparse Blocked context onlyMar 17, 2026
- AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agentsarxiv-2603.16496 Sparse Blocked context onlyMar 17, 2026
- Capability-Guided Compression: Toward Interpretability-Aware Budget Allocation for Large Language Modelsarxiv-2603.16440 Sparse Blocked context onlyMar 17, 2026
- EngGPT2: Sovereign, Efficient and Open Intelligencearxiv-2603.16430 Sparse Blocked context onlyMar 17, 2026
- IndexRAG: Bridging Facts for Cross-Document Reasoning at Index Timearxiv-2603.16415 Sparse Blocked context onlyMar 17, 2026
- RECOVER: Robust Entity Correction via agentic Orchestration of hypothesis Variants for Evidence-based Recoveryarxiv-2603.16411 Sparse Blocked context onlyMar 17, 2026
- Fanar 2.0: Arabic Generative AI Stackarxiv-2603.16397 Sparse Blocked context onlyMar 17, 2026
- Offline Exploration-Aware Fine-Tuning for Long-Chain Mathematical Reasoningarxiv-2603.16206 Sparse Blocked context onlyMar 17, 2026
- Are Large Language Models Truly Smarter Than Humans?arxiv-2603.16197 Sparse Blocked context onlyMar 17, 2026
- Structured Semantic Cloaking for Jailbreak Attacks on Large Language Modelsarxiv-2603.16192 Sparse Blocked context onlyMar 17, 2026
- SIA: A Synthesize-Inject-Align Framework for Knowledge-Grounded and Secure E-commerce Search LLMs with Industrial Deploymentarxiv-2603.16137 Sparse Blocked context onlyMar 17, 2026
- Understanding Moral Reasoning Trajectories in Large Language Models: Toward Probing-Based Explainabilityarxiv-2603.16017 Sparse Blocked context onlyMar 16, 2026
- BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interactionarxiv-2603.15949 Sparse Blocked context onlyMar 16, 2026
- Persona-Conditioned Risk Behavior in Large Language Models: A Simulated Gambling Study with GPT-4.1arxiv-2603.15831 Sparse Blocked context onlyMar 16, 2026
- OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Dataarxiv-2603.15594 Direct Blocked context onlyMar 16, 2026
- NV-Bench: Benchmark of Nonverbal Vocalization Synthesis for Expressive Text-to-Speech Generationarxiv-2603.15352 Sparse Blocked context onlyMar 16, 2026
- To See is Not to Master: Teaching LLMs to Use Private Libraries for Code Generationarxiv-2603.15159 Sparse Blocked context onlyMar 16, 2026
- Thinking in Latents: Adaptive Anchor Refinement for Implicit Reasoning in LLMsarxiv-2603.15051 Sparse Blocked context onlyMar 16, 2026
- OrgForge: A Multi-Agent Simulation Framework for Verifiable Synthetic Corporate Corporaarxiv-2603.14997 Direct Blocked context onlyMar 16, 2026
- RS-WorldModel: a Unified Model for Remote Sensing Understanding and Future Sense Forecastingarxiv-2603.14941 Sparse Blocked context onlyMar 16, 2026
- LLM as Graph Kernel: Rethinking Message Passing on Text-Rich Graphsarxiv-2603.14937 Sparse Blocked context onlyMar 16, 2026
- ExPosST: Explicit Positioning with Adaptive Masking for LLM-Based Simultaneous Machine Translationarxiv-2603.14903 Sparse Blocked context onlyMar 16, 2026
- Decision-Level Ordinal Modeling for Multimodal Essay Scoring with Large Language Modelsarxiv-2603.14891 Sparse Blocked context onlyMar 16, 2026
- Shopping Companion: A Memory-Augmented LLM Agent for Real-World E-Commerce Tasksarxiv-2603.14864 Sparse Blocked context onlyMar 16, 2026
- The Impact of Ideological Discourses in RAG: A Case Study with COVID-19 Treatmentsarxiv-2603.14838 Sparse Blocked context onlyMar 16, 2026
- RAZOR: Ratio-Aware Layer Editing for Targeted Unlearning in Vision Transformers and Diffusion Modelsarxiv-2603.14819 Sparse Blocked context onlyMar 16, 2026
- Universe Routing: Why Self-Evolving Agents Need Epistemic Controlarxiv-2603.14799 Sparse Blocked context onlyMar 16, 2026
- OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligencearxiv-2603.14771 Sparse Blocked context onlyMar 16, 2026
- POLCA: Stochastic Generative Optimization with LLMarxiv-2603.14769 Sparse Blocked context onlyMar 16, 2026
- BrainBench: Exposing the Commonsense Reasoning Gap in Large Language Modelsarxiv-2603.14761 Sparse Blocked context onlyMar 16, 2026
- GameUIAgent: An LLM-Powered Framework for Automated Game UI Design with Structured Intermediate Representationarxiv-2603.14724 Sparse Blocked context onlyMar 16, 2026
- Beyond Creed: A Non-Identity Safety Condition A Strong Empirical Alternative to Identity Framing in Low-Data LoRA Fine-Tuningarxiv-2603.14723 Sparse Blocked context onlyMar 16, 2026
- Towards Next-Generation LLM Training: From the Data-Centric Perspectivearxiv-2603.14712 Direct Blocked context onlyMar 16, 2026
- Beyond Local Code Optimization: Multi-Agent Reasoning for Software System Optimizationarxiv-2603.14703 Sparse Blocked context onlyMar 16, 2026
- Argumentation for Explainable and Globally Contestable Decision Support with LLMsarxiv-2603.14643 Sparse Blocked context onlyMar 15, 2026
- Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Modelsarxiv-2603.14636 Sparse Blocked context onlyMar 15, 2026
- PA3: Policy-Aware Agent Alignment through Chain-of-Thoughtarxiv-2603.14602 Sparse Blocked context onlyMar 15, 2026
- Parameter-Efficient Quality Estimation via Frozen Recursive Modelsarxiv-2603.14593 Sparse Blocked context onlyMar 15, 2026
- CausalEvolve: Towards Open-Ended Discovery with Causal Scratchpadarxiv-2603.14575 Sparse Blocked context onlyMar 15, 2026
- MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detectionarxiv-2603.14525 Sparse Blocked context onlyMar 15, 2026
- CangjieBench: Benchmarking LLMs on a Low-Resource General-Purpose Programming Languagearxiv-2603.14501 Sparse Blocked context onlyMar 15, 2026
- Fine-tuning MLLMs Without Forgetting Is Easier Than You Thinkarxiv-2603.14493 Sparse Blocked context onlyMar 15, 2026
- Infinite Problem Generator: Verifiably Scaling Physics Reasoning Data with Agentic Workflowsarxiv-2603.14486 Sparse Blocked context onlyMar 15, 2026
- AI Can Learn Scientific Tastearxiv-2603.14473 Direct Blocked context onlyMar 15, 2026
- An Industrial-Scale Insurance LLM Achieving Verifiable Domain Mastery and Hallucination Control without Competence Trade-offsarxiv-2603.14463 Sparse Blocked context onlyMar 15, 2026
- Distilling Reasoning Without Knowledge: A Framework for Reliable LLMsarxiv-2603.14458 Sparse Blocked context onlyMar 15, 2026
- PARSA-Bench: A Comprehensive Persian Audio-Language Model Benchmarkarxiv-2603.14456 Direct Blocked context onlyMar 15, 2026
- Questionnaire Responses Do not Capture the Safety of AI Agentsarxiv-2603.14417 Sparse Blocked context onlyMar 15, 2026
- Extending Minimal Pairs with Ordinal Surprisal Curves and Entropy Across Applied Domainsarxiv-2603.14400 Sparse Blocked context onlyMar 15, 2026
- ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretationarxiv-2603.14326 Sparse Blocked context onlyMar 15, 2026
- Mind the Shift: Decoding Monetary Policy Stance from FOMC Statements with Large Language Modelsarxiv-2603.14313 Sparse Blocked context onlyMar 15, 2026
- SemantiCache: Efficient KV Cache Compression via Semantic Chunking and Clustered Mergingarxiv-2603.14303 Sparse Blocked context onlyMar 15, 2026
- Seeking Physics in Diffusion Noisearxiv-2603.14294 Sparse Blocked context onlyMar 15, 2026
- MedPriv-Bench: Benchmarking the Privacy-Utility Trade-off of Large Language Models in Medical Open-End Question Answeringarxiv-2603.14265 Sparse Blocked context onlyMar 15, 2026
- Automatic Inter-document Multi-hop Scientific QA Generationarxiv-2603.14257 Sparse Blocked context onlyMar 15, 2026
- Why Do LLM-based Web Agents Fail? A Hierarchical Planning Perspectivearxiv-2603.14248 Sparse Blocked context onlyMar 15, 2026
- MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videosarxiv-2603.14145 Sparse Blocked context onlyMar 14, 2026
- Understanding the Emergence of Seemingly Useless Features in Next-Token Predictorsarxiv-2603.14087 Sparse Blocked context onlyMar 14, 2026
- The Reasoning Bottleneck in Graph-RAG: Structured Prompting and Context Compression for Multi-Hop QAarxiv-2603.14045 Sparse Blocked context onlyMar 14, 2026
- Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Modelsarxiv-2603.13985 Sparse Blocked context onlyMar 14, 2026
- FLUX: Data Worth Training Onarxiv-2603.13972 Sparse Blocked context onlyMar 14, 2026
- ToolFlood: Beyond Selection -- Hiding Valid Tools from LLM Agents via Semantic Coveringarxiv-2603.13950 Sparse Blocked context onlyMar 14, 2026
- OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Datasetarxiv-2603.13933 Sparse Blocked context onlyMar 14, 2026
- Step-CoT: Stepwise Visual Chain-of-Thought for Medical Visual Question Answeringarxiv-2603.13878 Direct Blocked context onlyMar 14, 2026
- GradMem: Learning to Write Context into Memory with Test-Time Gradient Descentarxiv-2603.13875 Sparse Blocked context onlyMar 14, 2026
- APEX-Searcher: Augmenting LLMs' Search Capabilities through Agentic Planning and Executionarxiv-2603.13853 Sparse Blocked context onlyMar 14, 2026
- DeceptGuard :A Constitutional Oversight Framework For Detecting Deception in LLM Agentsarxiv-2603.13791 Sparse Blocked context onlyMar 14, 2026
- Greedy Information Projection for LLM Data Selectionarxiv-2603.13790 Sparse Blocked context onlyMar 14, 2026
- Knowledge Distillation for Large Language Modelsarxiv-2603.13765 Sparse Blocked context onlyMar 14, 2026
- Can We Trust LLMs on Memristors? Diving into Reasoning Ability under Non-Idealityarxiv-2603.13725 Sparse Blocked context onlyMar 14, 2026
- SAATT Nav: a Socially Aware Autonomous Transparent Transportation Navigation Framework for Wheelchairsarxiv-2603.13698 Sparse Blocked context onlyMar 14, 2026
- NCCL EP: Towards a Unified Expert Parallel Communication API for NCCLarxiv-2603.13606 Sparse Blocked context onlyMar 13, 2026
- PrefPO: Pairwise Preference Prompt Optimizationarxiv-2603.19311 Sparse Blocked context onlyMar 13, 2026
- Semantic Invariance in Agentic AIarxiv-2603.13173 Sparse Blocked context onlyMar 13, 2026
- daVinci-Env: Open SWE Environment Synthesis at Scalearxiv-2603.13023 Sparse Blocked context onlyMar 13, 2026