Research
Natural Language Processing, Language Modeling, Neuro-Cognitive Computation, Affective computing
Interests
I am interested in the development of NLP systems that are cognitively informed, emotionally sensitive, and socially responsible. The aim is to build AI for Humanity and other subjects: AI that not only performs well on benchmarks but also understands human narratives, emotions, and perceptions in ways that enable trust, wellbeing, and cultural inclusivity.
Publications
Publications of specific relevance to the Centre for Human-Centred Computing
2027
Structure-semantics: Dual-view incongruity rectification network for multimodal sarcasm detectionRen Y Long Y Yuan X Lu Q Zhao D Zhu Z Meng J Deng L
Information Processing & Management,
Elsevier vol. 64 (1)
01-01-2027 2026
Multi-view auxiliary modeling for stable LLM adaptation under view disagreementChen X Zhang J Long Y Jin P Su N Dai X-Y Chen J-J
Pattern Recognition,
Elsevier vol. 180
01-12-2026 Fact-Sentiment Dual Uncertainty Framework for Multimodal Fake News DetectionLu Q Zhu Z Long Y Pei H Zhao D
IEEE Transactions on Multimedia,
Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-14.
15-07-2026 G-AFS: Graph-Guided Adaptive Keyframe Sampling for Video SummarizationFu Z Zhu Z Wang F Lu Q Long Y Pei H Zhu J Zhang Y
ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 9932-9936.
08-05-2026 Multimodal Variational Graph Network for Multimodal Sentiment AnalysisRen Y Lu Q Long Y Zhu Z Meng J Pei H
ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 13092-13096.
08-05-2026 Consistency-Aware Learning for Unbiased Visual Question AnswerJiang X Lu Q Zhao L Long Y Zhu Z Chai J
ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 18527-18531.
08-05-2026 LLM With Relation Classifier for Document-Level Relation ExtractionLi X Chen K Long Y Zhang M
IEEE Transactions on Big Data,
Institute of Electrical and Electronics Engineers (IEEE) vol. 12 (4), 1208-1219.
27-02-2026 LLM-CompDroid: Repairing Configuration Compatibility Bugs in Android Apps with Pre-trained Large Language ModelsLiu Z Tang Y Li M Jin X Long Y Zhang LF Luo X
Acm Transactions on Software Engineering and Methodology,
Association For Computing Machinery (Acm) vol. 35 (3), 1-32.
13-02-2026 2025
Ensuring Context Completeness in Retrieval-Augmented Generation for Knowledge-Intensive Question-AnsweringZhang Y Zhang J Xu L Lu Y Long Y Wang B Jin P
In
Natural Language Processing and Chinese Computing,
Springer Nature 159-171.
16-11-2025EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware ModellingShen L Cai X Long Y Razzak I Chen G Jameel S
Proceedings of the 34th ACM International Conference on Information and Knowledge Management., 2577-2587.
10-11-2025 FGVIrony: A Chinese Dataset of Fine-grained Verbal IronyWen Z Wang R Wang Q Gui L Long Y Chen S Liang B Yang M et al.
Information Processing & Management,
Elsevier vol. 62 (5)
01-09-2025 A survey on aspect sentiment triplet extraction methods and challengesZou W Sun X Zhao X Feng J Long Y Xing Y
Computer Science Review,
Elsevier vol. 57
01-08-2025 Bias in Language Models: Interplay of Architecture and Data?Talebpour M Long Y De Herrera AGS Jameel S
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval., 2637-2641.
13-07-2025 Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality DetectionShen L Long Y Cai X Chen G Razzak I Jameel S
2025 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
05-07-2025 LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality DetectionShen L Long Y Cai X Chen G Wang Y Razzak I Jameel S
2025 IEEE International Conference on Multimedia and Expo (ICME). vol. 00, 1-6.
04-07-2025 Improving multi-hop question answering with prompting explicit and implicit knowledge aligned human reading comprehensionHuang G Long Y Luo C
International Journal of Machine Learning and Cybernetics,
Springer Nature vol. 16 (10), 8103-8118.
16-06-2025 Irony Detection, Reasoning, and Understanding in Zero-Shot LearningYi P Xia Y Long Y
IEEE Transactions on Artificial Intelligence,
Institute of Electrical and Electronics Engineers (IEEE) vol. 7 (2), 740-754.
13-06-2025 Detecting Harassment and Defamation in Cyberbullying with Emotion-Adaptive TrainingYi P Zubiaga A Long Y
Proceedings of the International AAAI Conference on Web and Social Media. vol. 19, 2155-2166.
07-06-2025 Linguistic synesthesia and embodiment: A study based on Mandarin modality exclusivity normsHuang C-R Zhao Q Ahrens K Wang Z Long Y
Language Sciences,
Elsevier vol. 109
01-05-2025 Correction: Prompt4LJP: prompt learning for legal judgment predictionHuang Q Xia Y Long Y Fang H Liang R Guan Y Xu G
The Journal of Supercomputing,
Springer Nature vol. 81 (5)
01-04-2025 GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News DetectionShen L Long Y Cai X Razzak I Chen G Liu K Jameel S
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining., 586-595.
10-03-2025 Multimodal dual perception fusion framework for multimodal affective analysisLu Q Sun X Long Y Zhao X Zou W Feng J Wang X
Information Fusion,
Elsevier vol. 115
01-03-2025 Improving unified information extraction in Chinese mental health domain with instruction-tuned LLMs and type-verification componentCai Z Fang H Liu J Xu G Long Y Guan Y Ke T
Artificial Intelligence in Medicine,
Elsevier vol. 162
19-02-2025 Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingYi P Zubiaga A Long Y
In
Arxiv 28-01-2025 Prompt4LJP: prompt learning for legal judgment predictionHuang Q Xia Y Long Y Fang H Liang R Guan Y Xu G
The Journal of Supercomputing,
Springer Nature vol. 81 (2)
22-01-2025 Generator-Assistant Stepwise Rollback Framework for Large Language Model AgentLi X Chen K Long Y Bai X Xu Y Zhang M
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing., 17694-17711.
01-01-2025 Leveraging sensory knowledge into Text-to-Text Transfer Transformer for enhanced emotion analysisZhao Q Xia Y Long Y Xu G Wang J
Information Processing & Management,
Elsevier vol. 62 (1)
01-01-2025 CALM: Culturally Self-Aware Language ModelsShen L Cai X Long Y Razzak I Chen G Jameel S
Advances in Neural Information Processing Systems 38., 130850-130883.
01-01-2025 Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction GamesZhang J Long Y
Findings of the Association for Computational Linguistics: ACL 2025., 10188-10205.
01-01-2025 XIFBench: Evaluating Large Language Models on Multilingual Instruction FollowingLi Z Chen K Long Y Bai X Zhang Y Wei X Li J Zhang M
Advances in Neural Information Processing Systems 38., 19645-19686.
01-01-2025 MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and ActionsZhang J Long Y
Proceedings International Conference on Computational Linguistics Coling., 1892-1907.
01-01-2025 Augmenting Emotion Features in Irony Detection with Large Language ModelingLin Y Xia Y Long Y
Lecture Notes in Computer Science. vol. 15553, 196-206.
01-01-2025 2024
Mitigating the Bias of Large Language Model EvaluationZhou H Huang H Long Y Xu B Zhu C Cao H Yang M Zhao T
Lecture Notes in Computer Science. vol. 14761, 451-462.
29-11-2024 Sentiment Analysis: Comprehensive Reviews, Recent Advances, and Open ChallengesLu Q Sun X Long Y Gao Z Feng J Sun T
IEEE Transactions on Neural Networks and Learning Systems,
Institute of Electrical and Electronics Engineers (IEEE) vol. 35 (11), 15092-15112.
29-10-2024 Linguistic synesthesia detection: Leveraging culturally enriched linguistic featuresZhao Q Long Y Jiang X Wang Z Huang C-R Zhou G
Natural Language Processing,
Cambridge University Press (Cup) vol. 31 (3), 913-935.
09-09-2024 A dual relation-encoder network for aspect sentiment triplet extractionXia T Sun X Yang Y Long Y Sutcliffe R
Neurocomputing,
Elsevier vol. 597
01-09-2024 From explainable to interpretable deep learning for natural language processing in healthcare: How far from reality?Huang G Li Y Jameel S Long Y Papanastasiou G
Computational and Structural Biotechnology Journal,
American Association For The Advancement of Science (Aaas) vol. 24, 362-373.
15-05-2024 Fact-sentiment incongruity combination network for multimodal sarcasm detectionLu Q Long Y Sun X Feng J Zhang H
Information Fusion,
Elsevier vol. 104
01-04-2024 Sensory Features in Affective Analysis: A Study Based on Neural Network ModelsXia Y Zhao Q Long Y Xu G
Lecture Notes in Computer Science. vol. 14515, 52-60.
01-01-2024 Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading ProcessHuang G Long Y Luo C Shen J Sun X
2024 Joint International Conference on Computational Linguistics Language Resources and Evaluation Lrec Coling 2024 Main Conference Proceedings., 13179-13189.
01-01-2024 SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion ClassificationXia Y Zhao Q Long Y Xu G Wang J
Workshop on Cognitive Aspects of the Lexicon Cogalex 2024 at Lrec Coling 2024 Workshop Proceedings., 162-174.
01-01-2024 Coordinated-joint translation fusion framework with sentiment-interactive graph convolutional networks for multimodal sentiment analysisLu Q Sun X Gao Z Long Y Feng J Zhang H
Information Processing & Management,
Elsevier vol. 61 (1)
01-01-2024 Mitigating the Bias of Large Language Model EvaluationZhou H Huang H Long Y Xu B Zhu C Cao H Yang M Zhao T
Ccl 2024 23rd Chinese National Conference on Computational Linguistics. vol. 1, 1310-1319.
01-01-2024 General Chairs' Message: LREC-COLING 2024Friedrich A Huyen NTM Zeldes A Long Y Klinger R Okazaki N Calzolari N Kan MY et al.
2024 Joint International Conference on Computational Linguistics Language Resources and Evaluation Lrec Coling 2024 Main Conference Proceedings, III-X.
01-01-2024 2023
A system review on bootstrapping information extractionFang H Xu G Long Y Guan Y Yang X Chen Z
Multimedia Tools and Applications,
Springer Nature vol. 83 (13), 38329-38353.
05-10-2023 LIDA: Lexical-Based Imbalanced Data Augmentation for Content ModerationHuang G Long Y Luo C Li Y
Paclic Pacific Asia Conference on Language Information and Computation. (2023)
01-01-2023 2022
Developing an Automated Assessment of In-session Patient Activation for Psychological Therapy: Codevelopment ApproachMalins S Figueredo G Jilani T Long Y Andrews J Rawsthorne M Manolescu C Clos J et al.
JMIR Medical Informatics,
JMIR Publications vol. 10 (11)
08-11-2022 An Effective ELECTRA-Based Pipeline for Sentiment Analysis of Tourist Attraction ReviewsFang H Xu G Long Y Tang W
Applied Sciences,
Mdpi vol. 12 (21)
27-10-2022 Involving psychological therapy stakeholders in responsible research to develop an automated feedback tool: Learnings from the ExTRAPPOLATE projectAndrews JA Rawsthorne M Manolescu C McFaul MB French B Rye E McNaughton R Baliousis M et al.
Journal of Responsible Technology,
Elsevier vol. 11
01-10-2022 DTCRSKG: A Deep Travel Conversational Recommender System Incorporating Knowledge GraphFang H Chen C Long Y Xu G Xiao Y
Mathematics,
Mdpi vol. 10 (9)
22-04-2022 From Complex Emotion Words to Insomnia and Mental Health: A Corpus-Based Analysis of the Online Psychological Consultation Discourse About Insomnia Problems in ChineseWang X Long Y Qin P Huang C Guo C Gao Y Huang C-R
Lecture Notes in Computer Science. vol. 13250, 221-232.
01-01-2022 A Diachronic Study on Linguistic Synesthesia in ChineseZhao Q Long Y
Lecture Notes in Computer Science. vol. 13250, 84-94.
01-01-2022 Chinese Synesthesia Detection: New Dataset and ModelsJiang X Zhao Q Long Y Wang Z
Findings of the Association for Computational Linguistics: ACL 2022., 3877-3887.
01-01-2022 Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment AnalysisLin Z Liang B Long Y Dang Y Yang M Zhang M Xu R
Proceedings International Conference on Computational Linguistics Coling. vol. 29 (1), 7124-7135.
01-01-2022 2021
Multi-task CNN for Abusive Language DetectionZhao Q Xiao Y Long Y
2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML). vol. 00, 286-291.
18-07-2021 Lexical data augmentation for sentiment analysisXiang R Chersoni E Lu Q Huang C Li W Long Y
Journal of The Association For Information Science and Technology,
Wiley vol. 72 (11), 1432-1447.
17-06-2021 Digital video interventions and mental health literacy among young people: a scoping reviewIto-Jaeger S Vallejos EP Curran T Spors V Long Y Liguori A Warwick M Wilson M et al.
Journal of Mental Health,
Taylor & Francis vol. 31 (6), 873-883.
19-05-2021 A Multi-modal Sentiment Recognition Method Based on Multi-task LearningLin Z Long Y Du J Xu R
Beijing Daxue Xuebao Ziran Kexue Ban Acta Scientiarum Naturalium Universitatis Pekinensis vol. 57 (1), 7-15.
20-01-2021 Exploiting Rich Event Representation to Improve Event Causality RecognitionJin G Zhou J Qu W Long Y Gu Y
Intelligent Automation & Soft Computing,
Tech Science Press vol. 29 (3), 161-173.
01-01-2021 Hybrid Neural Network for Automatic Recovery of Elliptical Chinese Quantity Noun PhrasesShi H Qu W Wei T Zhou J Long Y Gu Y Li B
Computers Materials & Continua,
Tech Science Press vol. 69 (3), 4113-4127.
01-01-2021 2020
Orthographic features for emotion classification in Chinese in informal short textsChen I-H Long Y Lu Q Huang C-R
Language Resources and Evaluation,
Springer Nature vol. 55 (2), 329-352.
23-11-2020 Improving AMR parsing by exploiting the dependency parsing as an auxiliary taskWu T Zhou J Qu W Gu Y Li B Zhong H Long Y
Multimedia Tools and Applications,
Springer Nature vol. 80 (20), 30827-30838.
21-10-2020 Preventive digital mental health interventions for children and young people: a review of the design and reporting of researchBergin AD Vallejos EP Davies EB Daley D Ford T Harold G Hetrick S Kidner M et al.
Npj Digital Medicine,
Springer Nature vol. 3 (1)
15-10-2020 Linguistic Synaesthesia of Mandarin Sensory Adjectives: Corpus-Based and Experimental ApproachesZhao Q Long Y Huang C-R
Lecture Notes in Computer Science. vol. 11831, 139-146.
01-01-2020 Lexical Data Augmentation for Text Classification in Deep LearningXiang R Chersoni E Long Y Lu Q Huang C-R
Lecture Notes in Computer Science. vol. 12109, 521-527.
01-01-2020 Improving Chinese Word Representation with Conceptual SemanticsWei T Qu W Zhou J Long Y Gu Y Xia Z
Computers Materials & Continua,
Tech Science Press vol. 64 (3), 1897-1913.
01-01-2020 Affection driven neural networks for sentiment analysisXiang R Long Y Wan M Gu J Lu Q Huang CR
Lrec 2020 12th International Conference on Language Resources and Evaluation Conference Proceedings., 112-119.
01-01-2020 Ciron: A new benchmark dataset for chinese irony detectionXiang R Gao X Long Y Li A Chersoni E Lu Q Huang CR
Lrec 2020 12th International Conference on Language Resources and Evaluation Conference Proceedings., 5714-5720.
01-01-2020 Dual memory network model for sentiment analysis of review textShen J Derek M Xiang R Lu Q Vallejos EP Xu G Huang C-R Long Y
Knowledge-Based Systems,
Elsevier vol. 188
01-01-2020 An element-aware multi-representation model for law article predictionZhong H Zhou J Qu W Long Y Gu Y
Emnlp 2020 2020 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference., 6663-6668.
01-01-2020 2019
Leveraging writing systems changes for deep learning based Chinese affective analysisXiang R Lu Q Jiao Y Zheng Y Ying W Long Y
International Journal of Machine Learning and Cybernetics,
Springer Nature vol. 10 (11), 3313-3325.
10-10-2019 MTTFsite: cross-cell type TF binding site prediction by using multi-task learningZhou J Lu Q Gui L Xu R Long Y Wang H
Bioinformatics,
Oxford University Press (OUP) vol. 35 (24), 5067-5077.
04-06-2019 Improving Attention Model Based on Cognition Grounded Data for Sentiment AnalysisLong Y Xiang R Lu Q Huang C-R Li M
IEEE Transactions on Affective Computing,
Institute of Electrical and Electronics Engineers (IEEE) vol. 12 (4), 900-912.
03-03-2019 Mandarin Chinese modality exclusivity normsChen I-H Zhao Q Long Y Lu Q Huang C-R
Plos One,
Public Library of Science (Plos) vol. 14 (2)
20-02-2019 Metaphor Detection: Leveraging Culturally Grounded Eventive InformationChen I-H Long Y Lu Q Huang C-R
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 7, 10987-10998.
01-02-2019 2018
Synaesthesia in Chinese: A corpus-based study on gustatory adjectives in MandarinZhao Q Huang C-R Long Y
Linguistics,
De Gruyter vol. 56 (5), 1167-1194.
31-07-2018 Phrase embedding learning based on external and internal context with compositionality constraintLi M Lu Q Xiong D Long Y
Knowledge-Based Systems,
Elsevier vol. 152, 107-116.
01-07-2018 Food-related sentiment analysis for CantoneseKlyueva N Long Y Huang CR Lu Q
Proceedings of the 32nd Pacific Asia Conference on Language Information and Computation 25th Joint Workshop on Linguistics and Language Processing., 882-886.
01-01-2018 Dual Memory Network Model for Biased Product Review ClassificationLong Y Ma M Lu Q Xiang R Huang CR
Wassa 2018 9th Workshop on Computational Approaches to Subjectivity Sentiment and Social Media Analysis Proceedings of the Workshop., 140-148.
01-01-2018 Learning Heterogeneous Network Embedding From Text and LinksLong Y Xiang R Lu Q Xiong D Huang C-R Bi C Li M
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 55850-55860.
01-01-2018 2017
Inferring Affective Meanings of Words from Word EmbeddingLi M Lu Q Long Y Gui L
IEEE Transactions on Affective Computing,
Institute of Electrical and Electronics Engineers (IEEE) vol. 8 (4), 443-456.
23-11-2017 Are manually prepared affective lexicons really useful for sentiment analysisLi M Lu Q Long Y
8th International Joint Conference on Natural Language Processing Proceedings of the Ijcnlp 2017 System Demonstrations. vol. 2, 146-150.
01-01-2017 Representation Learning of Multiword Expressions with Compositionality ConstraintLi M Lu Q Long Y
Lecture Notes in Computer Science. vol. 10412, 507-519.
01-01-2017 A Cognition Based Attention Model for Sentiment AnalysisLong Y Qin L Xiang R Li M Huang C-R
Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing., 462-471.
01-01-2017 Fake News Detection Through Multi-Perspective Speaker ProfilesLong Y Lu Q Xiang R Li M Huang CR
8th International Joint Conference on Natural Language Processing Proceedings of the Ijcnlp 2017 System Demonstrations. vol. 2, 252-256.
01-01-2017 Leveraging Eventive Information for Better Metaphor Detection and ClassificationChen I-H Long Y Lu Q Huang C-R
Proceedings of the 21st Conference on Computational Natural Language
Learning (CoNLL 2017)., 36-46.
01-01-2017 2016
Domain-Specific User Preference Prediction Based on Multiple User ActivitiesLong Y Lu Q Xiao Y Li M Huang C-R
2016 IEEE International Conference on Big Data (Big Data)., 3913-3921.
01-12-2016 A Regression Approach to Valence-Arousal Ratings of Words from Word EmbeddingLi M Long Y Lu Q
2016 International Conference on Asian Language Processing (IALP)., 120-123.
01-11-2016 Similar spatial textual objects retrieval strategyGu Y Wang D Wang Y Long Y Jiang S Zhou J Qu W
Beijing Daxue Xuebao Ziran Kexue Ban Acta Scientiarum Naturalium Universitatis Pekinensis vol. 52 (1), 120-126.
20-01-2016 Named Entity Recognition for Chinese Novels in the Ming-Qing DynastiesLong Y Xiong D Lu Q Li M Huang C-R
Lecture Notes in Computer Science. vol. 10085, 362-375.
01-01-2016 Towards Scalable Emotion Classification in Microblog Based on Noisy Training DataLi M Lu Q Gui L Long Y
Lecture Notes in Computer Science. vol. 10035, 399-410.
01-01-2016 Event based emotion classification for news articlesLi M Wang D Lu Q Long Y
Proceedings of the 30th Pacific Asia Conference on Language Information and Computation Paclic 2016., 153-162.
01-01-2016 Emotion corpus construction based on selection from hashtagsLi M Long Y Lu Q Li W
Proceedings of the 10th International Conference on Language Resources and Evaluation Lrec 2016., 1845-1849.
01-01-2016 2015
New editing and checking work of the Semantic Knowledge base of Contemporary Chinese (SKCC)Long Y Bian Y Qu W Dai R
Proceedings of the 27th Conference on Computational Linguistics and Speech Processing Rocling 2015., 206-217.
01-10-2015 Dependency parsing for Chinese long sentence: A second-stage main structure parsing methodLi B Long Y Qu W
29th Pacific Asia Conference on Language Information and Computation Paclic 2015., 337-344.
01-01-2015
