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Inna Lin

3 accepted papers

2024

IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction

ACL 2024long

Navigating certain communication situations can be challenging due to individuals’ lack of skills and the interference of strong emotions. However, effective learning opportunities are rarely accessible. In this work, we conduct a human-centered study that uses language models to simulate bespoke co…

Cited by 11SourcePDFScholar
2023

Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction

ACL 2023long

A proven therapeutic technique to overcome negative thoughts is to replace them with a more hopeful “reframed thought.” Although therapy can help people practice and learn this Cognitive Reframing of Negative Thoughts, clinician shortages and mental health stigma commonly limit people’s access to th…

2022

Gendered Mental Health Stigma in Masked Language Models

EMNLP 2022main

Mental health stigma prevents many individuals from receiving the appropriate care, and social psychology studies have shown that mental health tends to be overlooked in men. In this work, we investigate gendered mental health stigma in masked language models. In doing so, we operationalize mental h…

Cited by 9SourcePDFScholar