Xue Lin

Northeastern University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Speech & Audio (1)

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Yize Li (1)Ningyuan Yang (1)Sile Yin (1)Sindhuja Thogarrati (1)

Papers (1)

Aug 23, 2026

4d ago·also Bose Corporation, Stony Brook

MRMAD: A Multi-Round Multi-Audio Benchmark for Evaluating Acoustic Degradation Perception in Large Audio-Language Models

Current LALMs can identify basic audio content but often fail to diagnose and reason about degradation, revealing a significant blind spot in their capabilities.

Yize Li, Ningyuan Yang, Sile Yin +6

Eval Frameworks & Benchmarks Multimodal Models Speech & Audio

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Xue Lin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)