Search Results for author: Adam S. Miner

Found 4 papers, 2 papers with code

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.

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 +2

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.

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.

Speech Recognition

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