The Linear Representation Hypothesis Needs a Group Action
Paper • 2609.27158 • Published • 3
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Think Again or Think Longer? Selective Verification for Budget-Aware Reasoning
PlantMarkerBench: A Multi-Species Benchmark for Evidence-Grounded Plant Marker Reasoning
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JE-IRT: A Geometric Lens on LLM Abilities through Joint Embedding Item Response Theory
Paper • 2509.22888 • Published • 1
Rhetorical Questions in LLM Representations: A Linear Probing Study
Paper • 2604.14128 • Published
Cross-Lingual Steering for Figurative Language Generation
Paper • 2605.30443 • Published
Towards Robust Evaluation of Visual Activity Recognition: Resolving Verb Ambiguity with Sense Clustering
Paper • 2508.04945 • Published
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DISPROTBENCH: A Disorder-Aware, Task-Rich Benchmark for Evaluating Protein Structure Prediction in Realistic Biological Contexts
Paper • 2507.02883 • Published
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions
Paper • 2505.04651 • Published
HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs
Paper • 2601.18753 • Published • 1
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