Faithfulness Metrics Don't Measure Faithfulness: A Meta-Evaluation with Ground Truth Paper • 2605.25052 • Published 7 days ago • 13
Hallucinations Undermine Trust; Metacognition is a Way Forward Paper • 2605.01428 • Published 29 days ago • 24
Hallucinations Undermine Trust; Metacognition is a Way Forward Paper • 2605.01428 • Published 29 days ago • 24
Indications of Belief-Guided Agency and Meta-Cognitive Monitoring in Large Language Models Paper • 2602.02467 • Published Feb 2
From Directions to Regions: Decomposing Activations in Language Models via Local Geometry Paper • 2602.02464 • Published Feb 2 • 3
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs Paper • 2603.09906 • Published Mar 10 • 75
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs Paper • 2603.09906 • Published Mar 10 • 75
Mixing Mechanisms: How Language Models Retrieve Bound Entities In-Context Paper • 2510.06182 • Published Oct 7, 2025 • 9
LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations Paper • 2509.03405 • Published Sep 3, 2025 • 24
Jump to Conclusions: Short-Cutting Transformers With Linear Transformations Paper • 2303.09435 • Published Mar 16, 2023
DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion Paper • 1902.10526 • Published Feb 27, 2019