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Kailai Yang
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Journal Articles
- 2024
- [j7]Zhiwei Liu
, Tianlin Zhang
, Kailai Yang
, Paul Thompson, Zeping Yu, Sophia Ananiadou:
Emotion detection for misinformation: A review. Inf. Fusion 107: 102300 (2024) - [j6]Kailai Yang
, Tianlin Zhang
, Sophia Ananiadou
:
Disentangled Variational Autoencoder for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. 15(2): 508-518 (2024) - 2023
- [j5]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: 111133-111141 (2023) - [j4]Tianlin Zhang
, Kailai Yang
, Shaoxiong Ji
, Sophia Ananiadou
:
Emotion fusion for mental illness detection from social media: A survey. Inf. Fusion 92: 231-246 (2023) - [j3]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): 103417 (2023) - [j2]Kailai Yang
, Tianlin Zhang
, Hassan Alhuzali
, Sophia Ananiadou:
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. 14(4): 3269-3280 (2023) - 2022
- [j1]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): 102961 (2022)
Conference and Workshop Papers
- 2024
- [c7]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: 1136-1141 - [c6]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: 4489-4500 - 2023
- [c5]Tianlin Zhang
, Kailai Yang
, Sophia Ananiadou:
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media. BioNLP@ACL 2023: 114-126 - [c4]Kailai Yang
, Tianlin Zhang
, Shaoxiong Ji
, Sophia Ananiadou
:
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CIKM 2023: 2917-2927 - [c3]Kailai Yang, Shaoxiong Ji
, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, Sophia Ananiadou:
Towards Interpretable Mental Health Analysis with Large Language Models. EMNLP 2023: 6056-6077 - 2021
- [c2]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: 2879-2889 - 2020
- [c1]Shengjun Yin, Kailai Yang
, Hongzhi Wang:
A MOOC Courses Recommendation System Based on Learning Behaviours. ACM TUR-C 2020: 133-137
Informal and Other Publications
- 2024
- [i17]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 abs/2401.02984 (2024) - [i16]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 abs/2401.08508 (2024) - [i15]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 abs/2402.12659 (2024) - [i14]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 abs/2403.05574 (2024) - [i13]Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Raghav Jain, Sophia Ananiadou:
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model. CoRR abs/2403.06765 (2024) - [i12]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 abs/2403.17141 (2024) - [i11]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 abs/2406.11093 (2024) - 2023
- [i10]Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou:
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. CoRR abs/2302.03508 (2023) - [i9]Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Sophia Ananiadou:
On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis. CoRR abs/2304.03347 (2023) - [i8]Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou:
Emotion fusion for mental illness detection from social media: A survey. CoRR abs/2304.09493 (2023) - [i7]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 abs/2304.10447 (2023) - [i6]Kailai Yang, Tianlin Zhang, Sophia Ananiadou:
Disentangled Variational Autoencoder for Emotion Recognition in Conversations. CoRR abs/2305.14071 (2023) - [i5]Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou:
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CoRR abs/2308.04811 (2023) - [i4]Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Sophia Ananiadou:
MentalLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. CoRR abs/2309.13567 (2023) - [i3]Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou:
Emotion Detection for Misinformation: A Review. CoRR abs/2311.00671 (2023) - [i2]Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria:
Rethinking Large Language Models in Mental Health Applications. CoRR abs/2311.11267 (2023) - [i1]Zeping Yu, Kailai Yang, Zhiwei Liu, Sophia Ananiadou:
Exploring the Residual Stream of Transformers. CoRR abs/2312.12141 (2023)
Coauthor Index
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last updated on 2024-08-05 20:21 CEST by the dblp team
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