Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support
SB Loh, AS Raamkumar - arXiv preprint arXiv:2310.08017, 2023 - arxiv.org
Large Language Models (LLMs) have demonstrated remarkable performance across
various information-seeking and reasoning tasks. These computational systems drive state …
various information-seeking and reasoning tasks. These computational systems drive state …
Soulchat: Improving llms' empathy, listening, and comfort abilities through fine-tuning with multi-turn empathy conversations
Y Chen, X Xing, J Lin, H Zheng, Z Wang… - Findings of the …, 2023 - aclanthology.org
Large language models (LLMs) have been widely applied in various fields due to their
excellent capability for memorizing knowledge and chain of thought (CoT). When these …
excellent capability for memorizing knowledge and chain of thought (CoT). When these …
Harnessing the power of large language models for empathetic response generation: Empirical investigations and improvements
Y Qian, WN Zhang, T Liu - arXiv preprint arXiv:2310.05140, 2023 - arxiv.org
Empathetic dialogue is an indispensable part of building harmonious social relationships
and contributes to the development of a helpful AI. Previous approaches are mainly based …
and contributes to the development of a helpful AI. Previous approaches are mainly based …
Are Large Language Models More Empathetic than Humans?
A Welivita, P Pu - arXiv preprint arXiv:2406.05063, 2024 - arxiv.org
With the emergence of large language models (LLMs), investigating if they can surpass
humans in areas such as emotion recognition and empathetic responding has become a …
humans in areas such as emotion recognition and empathetic responding has become a …
Building emotional support chatbots in the era of llms
The integration of emotional support into various conversational scenarios presents
profound societal benefits, such as social interactions, mental health counseling, and …
profound societal benefits, such as social interactions, mental health counseling, and …
Response Generation for Cognitive Behavioral Therapy with Large Language Models: Comparative Study with Socratic Questioning
Dialogue systems controlled by predefined or rule-based scenarios derived from counseling
techniques, such as cognitive behavioral therapy (CBT), play an important role in mental …
techniques, such as cognitive behavioral therapy (CBT), play an important role in mental …
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory
Emotional conversation systems generate responses for the input queries considering the
speaker's emotions in a conversation. Existing emotional conversation systems output …
speaker's emotions in a conversation. Existing emotional conversation systems output …
Chain of empathy: Enhancing empathetic response of large language models based on psychotherapy models
We present a novel method, the Chain of Empathy (CoE) prompting, that utilizes insights
from psychotherapy to induce Large Language Models (LLMs) to reason about human …
from psychotherapy to induce Large Language Models (LLMs) to reason about human …
Self-chats from Large Language Models Make Small Emotional Support Chatbot Better
Abstract Large Language Models (LLMs) have shown strong generalization abilities to excel
in various tasks, including emotion support conversations. However, deploying such LLMs …
in various tasks, including emotion support conversations. However, deploying such LLMs …
Towards empathetic open-domain conversation models: A new benchmark and dataset
One challenge for dialogue agents is recognizing feelings in the conversation partner and
replying accordingly, a key communicative skill. While it is straightforward for humans to …
replying accordingly, a key communicative skill. While it is straightforward for humans to …