Implicit Representations of Grammaticality in Language Models

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MRI-Eval: A Tiered Benchmark for Evaluating LLM Performance on MRI Physics and GE Scanner Operations Knowledge

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The First Token Knows: Single-Decode Confidence for Hallucination Detection

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Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction

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Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

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Automatically Finding and Validating Unexpected Side-Effects of Interventions on Language Models

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The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond

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The Pinocchio Dimension: Phenomenality of Experience as the Primary Axis of LLM Psychometric Differences

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The Impossibility Triangle of Long-Context Modeling

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Detecting Hallucinations in Large Language Models via Internal Attention Divergence Signals

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Misaligned by Reward: Socially Undesirable Preferences in LLMs

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Self-Induced Outcome Potential: Turn-Level Credit Assignment for Agents without Verifiers

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Conceptors for Semantic Steering

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Why Expert Alignment Is Hard: Evidence from Subjective Evaluation

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Why Geometric Continuity Emerges in Deep Neural Networks: Residual Connections and Rotational Symmetry Breaking

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Adapting Large Language Models to a Low-Resource Agglutinative Language: A Comparative Study of LoRA and QLoRA for Bashkir

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UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic Reasoning

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depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers

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Unintended Negative Impacts of Promotional Language in Patent Evaluation

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Reinforcement Learning for Compositional Generalization with Outcome-Level Optimization

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