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Found 6 papers, 1 papers with code
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study
Further, expert evaluation reveals that Mistral supersedes both MentalLlama and MentalBART based on six parameters -- affective attitude, burden, ethicality, coherence, opportunity costs, and perceived effectiveness.
Critical Behavioral Traits Foster Peer Engagement in Online Mental Health Communities
Online Mental Health Communities (OMHCs), such as Reddit, have witnessed a surge in popularity as go-to platforms for seeking information and support in managing mental health needs.
Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling
Virtual Mental Health Assistants (VMHAs) have become a prevalent method for receiving mental health counseling in the digital healthcare space.
Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering
A structured counseling conversation may contain discussions about symptoms, history of mental health issues, or the discovery of the patient's behavior.
A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework
We collect a corpus of $150k$ items (posts and comments) annotated using the subreddit labels and transfer learning approaches.
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations
We identify the requirement of such conversation and propose twelve domain-specific dialogue-act (DAC) labels.
