Kailai Yang

According to our database, Kailai Yang authored at least 23 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models.

Kailai Yang, Zhiwei Liu, Qianqian Xie, Tianlin Zhang, Nirui Song, Jimin Huang, Ziyan Kuang, Sophia Ananiadou

CoRR, 2024

ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model.

Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Raghav Jain, Sophia Ananiadou

CoRR, 2024

HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy.

Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang

CoRR, 2024

The FinBen: An Holistic Financial Benchmark for Large Language Models.

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

CoRR, 2024

EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis.

Zhiwei Liu, Kailai Yang, Tianlin Zhang, Qianqian Xie, Zeping Yu, Sophia Ananiadou

CoRR, 2024

Large Language Models in Mental Health Care: a Scoping Review.

Yining Hua, Fenglin Liu, Kailai Yang, Zehan Li, Yi-han Sheu, Peilin Zhou, Lauren V. Moran, Sophia Ananiadou, Andrew Beam

CoRR, 2024

2023

PHQ-aware depressive symptoms identification with similarity contrastive learning on social media.

Tianlin Zhang, Kailai Yang, Hassan Alhuzali, Boyang Liu, Sophia Ananiadou

Inf. Process. Manag., September, 2023

Emotion fusion for mental illness detection from social media: A survey.

Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou

Inf. Fusion, April, 2023

Cluster-Level Contrastive Learning for Emotion Recognition in Conversations.

Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou

IEEE Trans. Affect. Comput., 2023

Exploring the Residual Stream of Transformers.

Zeping Yu, Kailai Yang, Zhiwei Liu, Sophia Ananiadou

CoRR, 2023

Rethinking Large Language Models in Mental Health Applications.

Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria

CoRR, 2023

Emotion Detection for Misinformation: A Review.

Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou

CoRR, 2023

MentalLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models.

Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Sophia Ananiadou

CoRR, 2023

Disentangled Variational Autoencoder for Emotion Recognition in Conversations.

Kailai Yang, Tianlin Zhang, Sophia Ananiadou

CoRR, 2023

Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health.

Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria, Jörg Tiedemann

CoRR, 2023

On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis.

Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Sophia Ananiadou

CoRR, 2023

Attitude Estimation of Quadrotor UAV Based on QUKF.

Tao Liang, Kailai Yang, Qiang Han, Chenjie Li, Junlin Li, Qingwen Deng, Shidong Chen, Xianguo Tuo

IEEE Access, 2023

Towards Interpretable Mental Health Analysis with Large Language Models.

Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, Sophia Ananiadou

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge.

Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media.

Tianlin Zhang, Kailai Yang, Sophia Ananiadou

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

A mental state Knowledge-aware and Contrastive Network for early stress and depression detection on social media.

Kailai Yang, Tianlin Zhang, Sophia Ananiadou

Inf. Process. Manag., 2022

2021

Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations.

Yunhe Xie, Kailai Yang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

A MOOC Courses Recommendation System Based on Learning Behaviours.

Shengjun Yin, Kailai Yang, Hongzhi Wang

Proceedings of the ACM TUR-C'20: ACM Turing Celebration Conference, 2020