Следене
Kailai Yang
Kailai Yang
Потвърден имейл адрес: postgrad.manchester.ac.uk - Начална страница
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Позовавания
Година
Towards Interpretable Mental Health Analysis with Large Language Models
K Yang, S Ji, T Zhang, Q Xie, Z Kuang, S Ananiadou
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
65*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
462022
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
312021
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
272023
Mentalllama: Interpretable mental health analysis on social media with large language models
K Yang, T Zhang, Z Kuang, Q Xie, S Ananiadou
arXiv preprint arXiv:2309.13567, 2023
182023
Cluster-level contrastive learning for emotion recognition in conversations
K Yang, T Zhang, H Alhuzali, S Ananiadou
IEEE Transactions on Affective Computing, 2023
182023
A mooc courses recommendation system based on learning behaviours
S Yin, K Yang, H Wang
172020
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
102023
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
62023
Disentangled variational autoencoder for emotion recognition in conversations
K Yang, T Zhang, S Ananiadou
IEEE Transactions on Affective Computing, 2023
52023
Emotion detection for misinformation: A review
Z Liu, T Zhang, K Yang, P Thompson, Z Yu, S Ananiadou
Information Fusion, 102300, 2024
42024
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
42024
Rethinking large language models in mental health applications
S Ji, T Zhang, K Yang, S Ananiadou, E Cambria
arXiv preprint arXiv:2311.11267, 2023
42023
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
32023
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
arXiv preprint arXiv:2401.08508, 2024
22024
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
12024
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge
K Yang, T Zhang, S Ji, S Ananiadou
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models
K Yang, Z Liu, Q Xie, T Zhang, N Song, J Huang, Z Kuang, S Ananiadou
arXiv preprint arXiv:2403.17141, 2024
2024
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
2024
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
arXiv preprint arXiv:2403.05574, 2024
2024
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