Search Results for author: Adam S. Miner

Found 6 papers, 3 papers with code

Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions

no code implementations21 Nov 2018 Albert Haque, Michelle Guo, Adam S. Miner, Li Fei-Fei

This technology could be deployed to cell phones worldwide and facilitate low-cost universal access to mental health care.

Specificity speech-recognition +1

A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support

2 code implementations EMNLP 2020 Ashish Sharma, Adam S. Miner, David C. Atkins, Tim Althoff

We develop a novel unifying theoretically-grounded framework for characterizing the communication of empathy in text-based conversations.

Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach

1 code implementation19 Jan 2021 ASHISH SHARMA, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff

Learning such transformations is challenging and requires a deep understanding of empathy while maintaining conversation quality through text fluency and specificity to the conversational context.

Dialogue Generation Language Modelling +5

Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support

no code implementations28 Mar 2022 ASHISH SHARMA, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff

Advances in artificial intelligence (AI) are enabling systems that augment and collaborate with humans to perform simple, mechanistic tasks like scheduling meetings and grammar-checking text.

Scheduling

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

no code implementations19 Feb 2024 Inna Wanyin Lin, ASHISH SHARMA, Christopher Michael Rytting, Adam S. Miner, Jina Suh, Tim Althoff

With IMBUE's additional just-in-time feedback, participants demonstrate 17% improvement in skill mastery, along with greater enhancements in self-efficacy (27% more) and reduction of negative emotions (16% more) compared to simulation-only.

Language Modelling Skill Mastery

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