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Home/Authors/Mark A. Hasegawa-Johnson

Mark A. Hasegawa-Johnson

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
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Publications per year

1
26

Top categories

NLP×1Audio and Speech Processing×1

Frequent co-authors

Yekaterina Yegorova1×
Argyrios Gerogiannis1×
Haolong Zheng1×
Julia Hockenmaier1×
Chang D. Yoo1×

Research Timeline

2026
SALSA: Speech Aware LLM Adaptation via Learned Steering Activation Vectors

SALSA is a lightweight adaptation method that learns layer-wise steering vectors to significantly improve the performance of speech-aware LLMs on out-of-domain speech tasks.

Highlighted terms show continued research focus across papers

Papers

cs.CLeess.ASRecentMay 30, 2026

SALSA: Speech Aware LLM Adaptation via Learned Steering Activation Vectors

Yekaterina Yegorova, Argyrios Gerogiannis, Haolong Zheng, Julia Hockenmaier +2 more

SALSA is a lightweight adaptation method that learns layer-wise steering vectors to significantly improve the performance of speech-aware LLMs on out-of-domain speech tasks.

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