Kailai Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 33

Top Topics

Emotion Recognition

Document Retrieval

Top Venues

Inf. Process. Manag.

IEEE Trans. Affect. Comput.

Publications

Zhiwei Liu, Kailai Yang, Tianlin Zhang, Qianqian Xie, Zeping Yu, Sophia Ananiadou
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis. CoRR (2024)
Zhiwei Liu, Kailai Yang, Qianqian Xie, Christine de Kock, Sophia Ananiadou, Eduard Hovy
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information. CoRR (2024)
Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR (2024)
Kailai Yang, Tianlin Zhang, Sophia Ananiadou
Disentangled Variational Autoencoder for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. 15 (2) (2024)
Yining Hua, Fenglin Liu, Kailai Yang, Zehan Li, Yi-han Sheu, Peilin Zhou, Lauren V. Moran, Sophia Ananiadou, Andrew Beam
Large Language Models in Mental Health Care: a Scoping Review. CoRR (2024)
Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Jimin Huang, Sophia Ananiadou
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. WWW (2024)
Zhiwei Liu, Kailai Yang, Qianqian Xie, Tianlin Zhang, Sophia Ananiadou
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis. KDD (2024)
Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Boyang Liu, Qianqian Xie, Sophia Ananiadou
SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content. SIGIR (2024)
Kailai Yang, Zhiwei Liu, Qianqian Xie, Tianlin Zhang, Nirui Song, Jimin Huang, Ziyan Kuang, Sophia Ananiadou
MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models. CoRR (2024)
Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
Emotion detection for misinformation: A review. Inf. Fusion 107 (2024)
Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Raghav Jain, Sophia Ananiadou
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model. CoRR (2024)
Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. CoRR (2024)
Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. ACL (1) (2024)
Zeping Yu, Kailai Yang, Zhiwei Liu, Sophia Ananiadou
Exploring the Residual Stream of Transformers. CoRR (2023)
Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
Emotion Detection for Misinformation: A Review. CoRR (2023)
Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
Emotion fusion for mental illness detection from social media: A survey. Inf. Fusion 92 (2023)
Tianlin Zhang, Kailai Yang, Sophia Ananiadou
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media. BioNLP@ACL (2023)
Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CoRR (2023)
Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CIKM (2023)
Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria, Jörg Tiedemann
Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health. CoRR (2023)
Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. 14 (4) (2023)
Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. CoRR (2023)
Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria
Rethinking Large Language Models in Mental Health Applications. CoRR (2023)
Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
Emotion fusion for mental illness detection from social media: A survey. CoRR (2023)
Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, Sophia Ananiadou
Towards Interpretable Mental Health Analysis with Large Language Models. EMNLP (2023)
Tao Liang, Kailai Yang, Qiang Han, Chenjie Li, Junlin Li, Qingwen Deng, Shidong Chen, Xianguo Tuo
Attitude Estimation of Quadrotor UAV Based on QUKF. IEEE Access 11 (2023)
Tianlin Zhang, Kailai Yang, Hassan Alhuzali, Boyang Liu, Sophia Ananiadou
PHQ-aware depressive symptoms identification with similarity contrastive learning on social media. Inf. Process. Manag. 60 (5) (2023)
Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Sophia Ananiadou
On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis. CoRR (2023)
Kailai Yang, Tianlin Zhang, Sophia Ananiadou
Disentangled Variational Autoencoder for Emotion Recognition in Conversations. CoRR (2023)
Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Sophia Ananiadou
MentalLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. CoRR (2023)
Kailai Yang, Tianlin Zhang, Sophia Ananiadou
A mental state Knowledge-aware and Contrastive Network for early stress and depression detection on social media. Inf. Process. Manag. 59 (4) (2022)
Yunhe Xie, Kailai Yang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations. EMNLP (Findings) (2021)
Shengjun Yin, Kailai Yang, Hongzhi Wang
A MOOC Courses Recommendation System Based on Learning Behaviours. ACM TUR-C (2020)