Equal Ranking Quality, Different Decisions: Measuring and Reducing Order Dependence in LLM Scorers
Paper • 2608.26762 • Published • 24
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Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model
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FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment
Paper • 2602.02680 • Published
The Appeal and Reality of Recycling LoRAs with Adaptive Merging
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LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
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Gradient-Sign Masking for Task Vector Transport Across Pre-Trained Models
Paper • 2510.09658 • Published
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