Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

[HTML][HTML] The opportunities and risks of large language models in mental health

HR Lawrence, RA Schneider, SB Rubin… - JMIR Mental …, 2024 - mental.jmir.org
Global rates of mental health concerns are rising, and there is increasing realization that
existing models of mental health care will not adequately expand to meet the demand. With …

Navigating llm ethics: Advancements, challenges, and future directions

J Jiao, S Afroogh, Y Xu, C Phillips - arXiv preprint arXiv:2406.18841, 2024 - arxiv.org
This study addresses ethical issues surrounding Large Language Models (LLMs) within the
field of artificial intelligence. It explores the common ethical challenges posed by both LLMs …

ChatGPT vs. Bard: a comparative study

I Ahmed, A Roy, M Kajol, U Hasan, PP Datta… - Authorea …, 2023 - authorea.com
The rapid progress in conversational AI has given rise to advanced language models
capable of generating human-like texts. Among these models, ChatGPT and Bard …

Do llms possess a personality? making the mbti test an amazing evaluation for large language models

K Pan, Y Zeng - arXiv preprint arXiv:2307.16180, 2023 - arxiv.org
The field of large language models (LLMs) has made significant progress, and their
knowledge storage capacity is approaching that of human beings. Furthermore, advanced …

[HTML][HTML] The role of humanization and robustness of large language models in conversational artificial intelligence for individuals with depression: a critical analysis

A Ferrario, J Sedlakova, M Trachsel - JMIR Mental Health, 2024 - mental.jmir.org
Large language model (LLM)–powered services are gaining popularity in various
applications due to their exceptional performance in many tasks, such as sentiment analysis …

Vita: A multi-modal llm-based system for longitudinal, autonomous, and adaptive robotic mental well-being coaching

M Spitale, M Axelsson, H Gunes - ACM Transactions on Human-Robot …, 2023 - dl.acm.org
Recently, several works have explored if and how robotic coaches can promote and
maintain mental well-being in different settings. However, findings from these studies …

Enhancing psychological counseling with large language model: A multifaceted decision-support system for non-professionals

G Fu, Q Zhao, J Li, D Luo, C Song, W Zhai, S Liu… - arXiv preprint arXiv …, 2023 - arxiv.org
In the contemporary landscape of social media, an alarming number of users express
negative emotions, some of which manifest as strong suicidal intentions. This situation …

An analysis of large language models: their impact and potential applications

G Bharathi Mohan, R Prasanna Kumar… - … and Information Systems, 2024 - Springer
Large language models (LLMs) have transformed the interpretation and creation of human
language in the rapidly developing field of computerized language processing. These …

Rethinking large language models in mental health applications

S Ji, T Zhang, K Yang, S Ananiadou… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have become valuable assets in mental health, showing
promise in both classification tasks and counseling applications. This paper offers a …