A Quantitative Study of Sustained Focus in Large Language Models via Repetitive Deterministic Prediction Tasks
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TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing
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Opportunistic Target Selection: Early Directional Commitment for Query-Efficient Black-Box Adversarial Attacks
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Question-Specific Knowledge Graphs for Efficient Visual Reasoning
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A Character-Level Neural Approach to Sinhala Sandhi Splitting
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When Does Correction Become Repair? Mechanistic Auditing of Internal Interventions in Tool-Using LLMs
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Concept Direction Reliability Across Languages with Different Tokenizer Fertility
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FastGuide: Accelerating Reward Guidance for Diffusion Large Language Models
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Learning from Teacher Continuations at Student States
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Geometric Representations of African Languages: A Regional Semantic Hub and Cultural Steering
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The Canonical Order Problem: When Large Language Models Are Unreliable Knowledge Bases for Multi-Valued Relations
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Lost in Translation: Measuring the Effect of Non-Native English on End User Performance of Large Language Models
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