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BanglaShield: A Script-Robust Safety Classifier and Benchmark for Bangla Native, Romanized, and Code-Mixed Prompts
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arXiv ·
Beyond Clean Accuracy: The Practical Challenges and Benefits of Pixel-Based Language Models
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arXiv ·
What Matters for NVFP4 Training? A Comparative Study of Low-Precision Pretraining Recipes
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arXiv ·
FlashMap: Flow Map Speculative Decoding
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arXiv ·
Ask Less, Ask Better: Allocating User Attention in Proactive LLM Agents with Interruption Budgets
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Toward a Universal Local Speech Feature Extractor Through Distillation
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arXiv ·
When Opposite Premises Translate Identically: A Source-Conditioned Diagnostic for Multilingual Commonsense Items
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arXiv ·
Which Long Documents Matter? A Controlled Study of Data Selection for Context Extension
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arXiv ·
GardenBench: A lightweight, daily evaluation of LLM capabilities
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arXiv ·
Doing Less with More: A First-Principles Exploration of the Suitability of Agentic Computing over Alternative Architectural Choices
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A Controlled LLM Workflow for Evidence-Grounded Diagnosis of Risk Score Differences
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What Social Media Teaches Us About Accumulative AI Risks
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Beyond Explicit Intent: Discovering and Shaping Artistic Intent through Human-AI Co-Creation
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arXiv ·
Unified Multiparadigm Fusion Intelligence for Rare Disease Diagnosis
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LogicVal:A Logic-Formalized Benchmark for Constraint Satisfaction in Text-to-Image Generation
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arXiv ·
World of SWECraft: Agent Collaboration at Scale via Simulated Software Worlds
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arXiv ·
Persistent Memory and Iterative Improvement in an LLM Agent for Chinese-Character Drawing
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arXiv ·
Cache2LoRA: Understanding and Improving Context Internalization
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arXiv ·
Joint, Decoupled, or Agent: When Each Multimodal Alignment Paradigm Wins
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arXiv ·
A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt
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arXiv ·
TorchTPU - A Hybrid Eager/Compiled Architecture for Native PyTorch Execution on TPU
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arXiv ·
Self-Improving Video-to-Action Models
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arXiv ·
Agents' Last Doubt: Knowing When to Act and When to Step Back in Tool-Using Agents
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Distillation, Self-Training, and the Fragility of Learned Chemical Reasoning
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Training-Free Prompt Selection for Efficient Reinforcement Learning With Partial Rollouts
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Probing Ambiguity: Adversarial Intent Resolution for Robust Text-to-SQL
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Cortex: A Fixed-Point Theory of Governed Coding Agents - Technical Report
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AM-Bench: A Unified Taxonomy and Evaluation Suite for Agentic Misalignment
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Can Compact Open-Weight Large Language Models Recover Mobility Events from Incomplete Trajectories? A Controlled Evaluation Using Air Trips
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From SEC Filings to Financial Signals: Evaluating LLMs on Stock Market Reactions and Analyst Forecasts
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