Testing the Assumptions of Active Learning for Translation Tasks with Few Samples
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New papers, breakthroughs and academic AI research
BabelSafe: A Policy-Grounded Multilingual Safety Benchmark for LLMs
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CurvSpec: Adaptive Multi-Curvature Learning for Partial Relevant Video Retrieval
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Motion Concept Unlearning in Video Diffusion Models
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WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents
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Learn from the Gap: Differential-Aware Advantage Pruning with Adaptive Rollout Sampling for GRPO
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Why Fine-Tuning Encourages Hallucinations and How to Fix It
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One Turn Too Late: Learning When to Intervene Against Multi-Turn Malicious Intent
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RED: Reconstruction Evolution Dynamics for Generalizable AI-Generated Image Detection
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Beyond Sub-Gaussian Detector Scores: Robust Weighted Profile-Loss Change Point Detection for Human-LLM Text Segmentation
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CoEM: Empowering Long-Context Reasoning with Commit-on-Evidence Memory
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Causal-EVC: Breaking Emotional Spurious Causality via Spatiotemporal Grounding and Counterfactual Intervention
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