Sujoy Nath

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upvoted 5 papers about 1 month ago

HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs

Paper • 2504.09482 • Published Apr 13, 2025 • 1

HalluShift++: Bridging Language and Vision through Internal Representation Shifts for Hierarchical Hallucinations in MLLMs

Paper • 2512.07687 • Published Dec 8, 2025 • 1

ARREST: Adversarial Resilient Regulation Enhancing Safety and Truth in Large Language Models

Paper • 2601.04394 • Published Jan 7 • 1

Disentangling Intrinsic Importance from Emergent Structure in Multi-Expert Orchestration

Paper • 2602.04291 • Published Jul 12 • 1

Counter with Evidence! A Multi-Agent Memory Efficient Reasoning Framework for Hate Category Informed Counterspeech Generation

Paper • 2608.23152 • Published Aug 25 • 1