Author

Yueru Yan

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#natural language process... Preprint Sep 2026

Inference-Time Target Speaker Unlearning in LLM-Based Automatic Speech Recognition

We introduce target-speaker unlearning ASR (TSU-ASR) task in a fully end-to-end framework for multi-speaker ASR and diarization. Given a multi-speaker utterance and a set of opt-out speakers who do not wish to have their speech transcribed, the task requires an ASR system to transcribe all speakers except the opt-out o...

Bo Su, Yueru Yan, Thai Le · 0 citations

Preprint Aug 2026

Locating and Controlling Implicit Personalization in Large Language Models

It is established that a localized internal activation signal tracks changes in recommendations, and it is shown that removing the internal signal associated with one cue can suppress its influence, often more effectively than asking the model to ignore demographics via prompting.

Yueru Yan, Siqi Wu, Thai Le · 1 citation · ⚡1