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Semantic Bandits - In-Context Exploration-Exploitation is Biased by Semantic Priors - arXiv
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Every Coin Has Two Sides - On the Dual Nature of Generalization in On-Policy Distillation of Large Language Models
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Does the LM Head Create a Harmful Gradient Bottleneck? A Causal Test
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When Do Explanations Help In-Context Learning? - A Comparative Study of Natural Language Explanation Types and Faithfulness
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Ask, Condition or Abstain - Reinforcement Learning for Missing-Premise Reasoning
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BabelSteering - Multilingual Safety Alignment via English Steering Vectors - Abstract
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Palmyra x6 Technical Report - An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning
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STAGE - Controlled Objective Admission for Multi-Preference LLM Alignment
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When Context Misleads - Intent-Guided Decoding for Robust Retrieval-Augmented Generation
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CAPO - Constraint-Aware Prompt Optimization for LLM Agents
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Counting Documents Is Not Counting Text - Unit Bias in Web-PDF Corpus Statistics
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HalluTracer - Hallucination Detection via Depth-Averaging Truth Signals
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Unadapted Multilingual ASR on a Garrusi Kurdish Evaluation Set - A Common-Reference Staged Normalization Analysis
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Step-Level On-Policy Distillation - Interpolating Between On-Policy Distillation and Supervised Fine-Tuning - Abstract
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INDICQE-APE - A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages
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