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LLMs Silently Correct African American English Auditing and Mitigating Dialect Bias via Activation Steering
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A Continual Learning Framework for Adaptive Control of Modular Soft Robots
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Near-Optimal Lower Bounds on One-Bit Compressed Sensing of Approximately Sparse Signals
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ELSA3D Elastic Semantic Anchoring for Unified 3D Understanding and Generation
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When Does In-Context Search Help? A Sampling-Complexity Theory of Reflection-Driven Reasoning
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NativeMEM: Native Memory Compression for Long-Horizon Robotic Manipulation
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UniLM-Nav: A Unified Framework for Zero-Shot Last-Mile Navigation
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Reliable and Developer-Aligned Evaluation of Agents for Software Engineering
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Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories
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AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation
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Audio Sentiment Analysis via Distillation and Cross-Modal Integration of Generated Multilingual Transcripts
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MiLSD: A Micro Line-Segment Detector for Resource-Constrained Devices
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When Agents Remember Too Much Memory Poisoning Attacks on Large Language Model Agents
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