Emotionally intelligent chatbots: a systematic literature review

G Bilquise, S Ibrahim, K Shaalan - Human Behavior and …, 2022 - Wiley Online Library
Conversational technologies are transforming the landscape of human‐machine interaction.
Chatbots are increasingly being used in several domains to substitute human agents in …

The rise and potential of large language model based agents: A survey

Z Xi, W Chen, X Guo, W He, Y Ding, B Hong… - arXiv preprint arXiv …, 2023 - arxiv.org
For a long time, humanity has pursued artificial intelligence (AI) equivalent to or surpassing
the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are …

Empathetic conversational systems: A review of current advances, gaps, and opportunities

AS Raamkumar, Y Yang - IEEE Transactions on Affective …, 2022 - ieeexplore.ieee.org
Empathy is a vital factor that contributes to mutual understanding, and joint problem-solving.
In recent years, a growing number of studies have recognized the benefits of empathy and …

Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support

A Sharma, IW Lin, AS Miner, DC Atkins… - Nature Machine …, 2023 - nature.com
Advances in artificial intelligence (AI) are enabling systems that augment and collaborate
with humans to perform simple, mechanistic tasks such as scheduling meetings and …

Cosmic: Commonsense knowledge for emotion identification in conversations

D Ghosal, N Majumder, A Gelbukh, R Mihalcea… - arXiv preprint arXiv …, 2020 - arxiv.org
In this paper, we address the task of utterance level emotion recognition in conversations
using commonsense knowledge. We propose COSMIC, a new framework that incorporates …

Cem: Commonsense-aware empathetic response generation

S Sabour, C Zheng, M Huang - Proceedings of the AAAI Conference on …, 2022 - ojs.aaai.org
A key trait of daily conversations between individuals is the ability to express empathy
towards others, and exploring ways to implement empathy is a crucial step towards human …

MIME: MIMicking emotions for empathetic response generation

N Majumder, P Hong, S Peng, J Lu, D Ghosal… - arXiv preprint arXiv …, 2020 - arxiv.org
Current approaches to empathetic response generation view the set of emotions expressed
in the input text as a flat structure, where all the emotions are treated uniformly. We argue …

Towards facilitating empathic conversations in online mental health support: A reinforcement learning approach

A Sharma, IW Lin, AS Miner, DC Atkins… - Proceedings of the Web …, 2021 - dl.acm.org
Online peer-to-peer support platforms enable conversations between millions of people who
seek and provide mental health support. If successful, web-based mental health …

Is ChatGPT equipped with emotional dialogue capabilities?

W Zhao, Y Zhao, X Lu, S Wang, Y Tong… - arXiv preprint arXiv …, 2023 - arxiv.org
This report presents a study on the emotional dialogue capability of ChatGPT, an advanced
language model developed by OpenAI. The study evaluates the performance of ChatGPT on …

Misc: a mixed strategy-aware model integrating comet for emotional support conversation

Q Tu, Y Li, J Cui, B Wang, JR Wen, R Yan - arXiv preprint arXiv …, 2022 - arxiv.org
Applying existing methods to emotional support conversation--which provides valuable
assistance to people who are in need--has two major limitations:(a) they generally employ a …