Apoorva Kulkarni

University of Maryland

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)Speech & Audio (1)

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Kaousheik Jayakumar (1)Sreyan Ghosh (1)Sarah Wiegreffe (1)Dinesh Manocha (1)

Papers (1)

Jun 16, 2026

3d ago

A Closer Look at Failure Modes in Temporal Understanding of Large Audio-Language Models

LALMs can boost their temporal reasoning accuracy by 3.2% simply by better redistributing attention across audio tokens rather than relying on textual cues.

Apoorva Kulkarni, Kaousheik Jayakumar, Sreyan Ghosh +3

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Speech & Audio

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Apoorva Kulkarni

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)