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Kailai Yang
Kailai Yang
Verified email at postgrad.manchester.ac.uk - Homepage
Title
Cited by
Cited by
Year
Towards Interpretable Mental Health Analysis with Large Language Models
K Yang, S Ji, T Zhang, Q Xie, Z Kuang, S Ananiadou
EMNLP 2023, 6056–6077, 2023
92*2023
A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media
K Yang, T Zhang, S Ananiadou
Information Processing & Management 59 (4), 102961, 2022
582022
Emotion fusion for mental illness detection from social media: A survey
T Zhang, K Yang, S Ji, S Ananiadou
Information Fusion 92, 231-246, 2023
342023
Knowledge-interactive network with sentiment polarity intensity-aware multi-task learning for emotion recognition in conversations
K Yang*, Y Xie*, CJ Sun, B Liu, Z Ji
Findings of the Association for Computational Linguistics: EMNLP 2021, 2879-2889, 2021
322021
Mentallama: Interpretable mental health analysis on social media with large language models
K Yang, T Zhang, Z Kuang, Q Xie, S Ananiadou
WWW 2024, 2023
262023
Cluster-level contrastive learning for emotion recognition in conversations
K Yang, T Zhang, H Alhuzali, S Ananiadou
IEEE Transactions on Affective Computing 14 (4), 3269-3280, 2023
262023
A mooc courses recommendation system based on learning behaviours
S Yin, K Yang, H Wang
212020
Domain-specific continued pretraining of language models for capturing long context in mental health
S Ji, T Zhang, K Yang, S Ananiadou, E Cambria, J Tiedemann
arXiv preprint arXiv:2304.10447, 2023
192023
PHQ-aware depressive symptoms identification with similarity contrastive learning on social media
T Zhang, K Yang, H Alhuzali, B Liu, S Ananiadou
Information Processing & Management 60 (5), 103417, 2023
142023
Large language models in mental health care: a scoping review
Y Hua, F Liu, K Yang, Z Li, Y Sheu, P Zhou, LV Moran, S Ananiadou, ...
arXiv preprint arXiv:2401.02984, 2024
112024
The finben: An holistic financial benchmark for large language models
Q Xie, W Han, Z Chen, R Xiang, X Zhang, Y He, M Xiao, D Li, Y Dai, ...
arXiv preprint arXiv:2402.12659, 2024
92024
Disentangled variational autoencoder for emotion recognition in conversations
K Yang, T Zhang, S Ananiadou
IEEE Transactions on Affective Computing, 2023
82023
Rethinking large language models in mental health applications
S Ji, T Zhang, K Yang, S Ananiadou, E Cambria
arXiv preprint arXiv:2311.11267, 2023
72023
Emotion detection for misinformation: A review
Z Liu, T Zhang, K Yang, P Thompson, Z Yu, S Ananiadou
Information Fusion, 102300, 2024
62024
Emollms: A series of emotional large language models and annotation tools for comprehensive affective analysis
Z Liu, K Yang, T Zhang, Q Xie, Z Yu, S Ananiadou
KDD 2024, 2024
62024
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media
T Zhang, K Yang, S Ananiadou
The 22nd Workshop on Biomedical Natural Language Processing and BioNLP …, 2023
52023
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model
Z Liu, B Liu, P Thompson, K Yang, R Jain, S Ananiadou
arXiv preprint arXiv:2403.06765, 2024
22024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy
M Xiao, Q Xie, Z Kuang, Z Liu, K Yang, M Peng, W Han, J Huang
ACL 2024, 2024
22024
A bipartite graph is all we need for enhancing emotional reasoning with commonsense knowledge
K Yang, T Zhang, S Ji, S Ananiadou
CIKM 2023, 2917-2927, 2023
22023
SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content
T Zhang, K Yang, S Ji, B Liu, Q Xie, S Ananiadou
SIGIR 2024, 1136-1141, 2024
2024
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