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Lingzhi, Shen and Long, Yunfei and Xiaohao, Cai and Guangming, Chen and Kang, Liu and Razzak, Imran and Jameel, Shoaib (2025) GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection. In: The 18th ACM International Conference on Web Search and Data Mining, 2025-03-10 - 2025-03-14, Hannover, Germany. (In Press)

Zhao, Qingqing and Xia, Yuhan and Long, Yunfei and Xu, Ge and Wang, Jia (2025) Leveraging Sensory Knowledge into Text-to-Text Transfer Transformer for Enhanced Emotion Analysis. Information Processing and Management, 62 (1). p. 103876. DOI https://doi.org/10.1016/j.ipm.2024.103876

Huang, Guangming and Li, Yingya and Jameel, Shoaib and Long, Yunfei and Papanastasiou, Giorgos Papanastasiou (2024) From Explainable to lnterpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality? Computational and Structural Biotechnology Journal, 24. pp. 362-373. DOI https://doi.org/10.1016/j.csbj.2024.05.004

Lu, Qiang and Sun, Xia and Long, Yunfei and Zhao, Xiaodi and Wang, Zou and Feng, Jun and Wang, Xuxin (2024) Multimodal Dual Perception Fusion Framework for Multimodal Affective Analysis. Information Fusion, 115. p. 102747. DOI https://doi.org/10.1016/j.inffus.2024.102747

Xia, Tian and Sun, Xia and Yang, Yidong and Long, Yunfei and Sutcliffe, Richard (2024) A dual relation-encoder network for aspect sentiment triplet extraction. Neurocomputing, 597. p. 128064. DOI https://doi.org/10.1016/j.neucom.2024.128064

Huang, Guangming and Long, Yunfei and Luo, Cunjin and Shen, Jiaxing and Sun, Xia (2024) Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process. In: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024-05-20 - 2024-05-25, Torino, Italy.

Xia, Yuhan and Zhao, Qingqing and Long, Yunfei and Wang, Jia and Xu, Ge (2024) SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion Classification. In: The 8th Workshop on Cognitive Aspects of the Lexicon (CogAlex), 2024-05-20 - 2024-05-21, Turin, Italy.

Lu, Qiang and Long, Yunfei and Sun, Xia and Feng, Jun and Zhang, Hao (2024) Fact-sentiment Incongruity Combination Network for Multimodal Sarcasm Detection. Information Fusion, 104 (104). p. 102203. DOI https://doi.org/10.1016/j.inffus.2023.102203

Yuhan, Xia and Qingqing, Zhao and Long, Yunfei and Xu, Ge (2024) Sensory Features in Affective Analysis: A Study Based on Neural Network Models. In: The 24th Chinese Lexical Semantics Workshop (CLSW 2023), 2023-03-19 - 2023-03-21, Singapore. (In Press)

Lu, Qiang and Sun, Xia and Gao, Zhizezhang and Long, Yunfei and Feng, Jun and Zhang, Hao (2024) Coordinated-joint Translation Fusion Framework with Sentiment-interactive Graph Convolutional Networks for Multimodal Sentiment Analysis. Information Processing and Management, 61 (1). p. 103538. DOI https://doi.org/10.1016/j.ipm.2023.103538

Fang, Hui and Xu, Ge and Long, Yunfei and Guan, Yin and Yang, Xiaoyan and Chen, Zhou and Long, Yunfei (2023) A System Review on Bootstrapping Information Extraction. Multimedia Tools and Applications, 83 (13). pp. 38329-38353. DOI https://doi.org/10.1007/s11042-023-17005-1

Huang, Guangming and Long, Yunfei and Luo, Cunjin and Li, Yingya (2023) LIDA: Lexical-based Imbalanced Data Augmentation for Content Moderation. In: The 37th Pacific Asia Conference on Language, Information and Computation (PACLIC 37), 2023-12-02 - 2023-12-05, Hong Kong. (In Press)

Lu, Qiang and Sun, Xia and Long, Yunfei and Gao, Zhizezhang and Feng, Jun and Sun, Tao (2023) Sentiment Analysis: Comprehensive Reviews, Recent Advances, and Open Challenges. IEEE Transactions on Neural Networks and Learning Systems, 35 (11). pp. 15092-15112. DOI https://doi.org/10.1109/TNNLS.2023.3294810

Malins, Sam and Figueredo, Grazziela and Jilani, Tahseen and Long, Yunfei and Andrews, Jacob and Rawsthorne, Mat and Manolescu, Cosmin and Clos, Jeremie and Higton, Fred and Waldram, David and Hunt, Daniel and Perez Vallejos, Elvira and Moghaddam, Nima (2022) Developing an Automated Assessment of In-session Patient Activation for Psychological Therapy: Codevelopment Approach. JMIR Medical Informatics, 10 (11). e38168-e38168. DOI https://doi.org/10.2196/38168

Ito-Jaeger, Sachiyo and Perez Vallejos, Elvira and Curran, Thomas and Spors, Velvet and Long, Yunfei and Liguori, Antonia and Warwick, Melaneia and Wilson, Michael and Crawford, Paul (2022) Digital video interventions and mental health literacy among young people: a scoping review. Journal of Mental Health, 31 (6). pp. 873-883. DOI https://doi.org/10.1080/09638237.2021.1922642

Fang, Hui and Xu, Ge and Long, Yunfei and Tang, Weimian (2022) An Effective ELECTRA-Based Pipeline for Sentiment Analysis of Tourist Attraction Reviews. Applied Sciences, 12 (21). p. 10881. DOI https://doi.org/10.3390/app122110881

Lin, Zijie and Liang, Bin and Long, Yunfei and Dang, Yixue and Yang, Min and Zhang, Min and Xu, Ruifeng (2022) Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis. In: 29th International Conference on Computational Linguistics, 2022-10-12 - 2022-10-17, Gyeongju, Republic of Korea.

Andrews, Jacob A and Rawsthorne, Mat and Manolescu, Cosmin and Burton McFaul, Matthew and French, Blandine and Rye, Elizabeth and McNaughton, Rebecca and Baliousis, Michael and Smith, Sharron and Biswas, Sanchia and Baker, Erin and Repper, Dean and Long, Yunfei and Jilani, Tahseen and Clos, Jeremie and Higton, Fred and Moghaddam, Nima and Malins, Sam (2022) Involving psychological therapy stakeholders in responsible research to develop an automated feedback tool: Learnings from the ExTRAPPOLATE project. Journal of Responsible Technology, 11. p. 100044. DOI https://doi.org/10.1016/j.jrt.2022.100044

Jiang, Xiaotong and Zhao, Qingqing and Long, Yunfei and Wang, Zhongqing (2022) Chinese Synesthesia Detection: New Dataset and Models. In: 60th Annual Meeting of the Association for Computational Linguistics, 2022-05-22 - 2022-05-27, Dublin, Ireland.

Fang, Hui and Chen, Chongcheng and Long, Yunfei and Xu, Ge and Xiao, Yongqiang (2022) DTCRSKG: A Deep Travel Conversational Recommender System Incorporating Knowledge Graph. Mathematics, 10 (9). p. 1402. DOI https://doi.org/10.3390/math10091402

Xiang, Rong and Chersoni, Emmanuele and Lu, Qin and Huang, Chu‐Ren and Li, Wenjie and Long, Yunfei (2021) Lexical data augmentation for sentiment analysis. Journal of the Association for Information Science and Technology, 72 (11). pp. 1432-1447. DOI https://doi.org/10.1002/asi.24493

Long, Yunfei and Xiang, Rong and Lu, Qin and Huang, Chu-Ren and Li, Minglei (2021) Improving attention model based on cognition grounded data for sentiment analysis. IEEE Transactions on Affective Computing, 12 (4). pp. 900-912. DOI https://doi.org/10.1109/taffc.2019.2903056

Shi, Hanyu and Qu, Weiguang and Wei, Tingxin and Zhou, Junsheng and Long, Yunfei and Gu, Yanhui and Li, Bin (2021) Hybrid Neural Network for Automatic Recovery of Elliptical Chinese Quantity Noun Phrases. Computers, Materials and Continua, 69 (3). pp. 4113-4127. DOI https://doi.org/10.32604/cmc.2021.019518

Wu, Taizhong and Zhou, Junsheng and Qu, Weiguang and Gu, Yanhui and Li, Bin and Zhong, Huilin and Long, Yunfei (2021) Improving AMR parsing by exploiting the dependency parsing as an auxiliary task. Multimedia Tools and Applications, 80 (20). pp. 30827-30838. DOI https://doi.org/10.1007/s11042-020-09967-3

Jin, Gaigai and Zhou, Junsheng and Qu, Weiguang and Long, Yunfei and Gu, Yanhui (2021) Exploiting Rich Event Representation to Improve Event Causality Recognition. Intelligent Automation and Soft Computing, 29 (3). pp. 161-173. DOI https://doi.org/10.32604/iasc.2021.017440

Chen, I-Hsuan and Long, Yunfei and Lu, Qin and Huang, Chu-Ren (2021) Orthographic features for emotion classification in Chinese in informal short texts. Language Resources and Evaluation, 55 (2). pp. 329-352. DOI https://doi.org/10.1007/s10579-020-09515-3

Ong, Zhen Xin and Dowthwaite, Liz and Perez Vallejos, Elvira and Rawsthorne, Mat and Long, Yunfei (2021) Measuring Online Wellbeing: A Scoping Review of Subjective Wellbeing Measures. Frontiers in Psychology, 12. 616637-. DOI https://doi.org/10.3389/fpsyg.2021.616637

Bergin, Aislinn D and Vallejos, Elvira Perez and Davies, E Bethan and Daley, David and Ford, Tamsin and Harold, Gordon and Hetrick, Sarah and Kidner, Megan and Long, Yunfei and Merry, Sally and Morriss, Richard and Sayal, Kapil and Sonuga-Barke, Edmund and Robinson, Jo and Torous, John and Hollis, Chris (2020) Preventive digital mental health interventions for children and young people: a review of the design and reporting of research. npj Digital Medicine, 3 (1). 133-. DOI https://doi.org/10.1038/s41746-020-00339-7

Xiang, Rong and Long, Yunfei and Wan, Mingyu and Gu, Jinghang and Lu, Qin and Huang, Chu-Ren (2020) Affection Driven Neural Networks for Sentiment Analysis. In: 12th Language Resources and Evaluation Conference, 2020-05-11 - 2020-05-16, Marseille, France.

Xiang, Rong and Gao, Xuefeng and Long, Yunfei and Li, Anran and Chersoni, Emmanuele and Lu, Qin and Huang, Chu-Ren (2020) Ciron: a New Benchmark Dataset for Chinese Irony Detection. In: 12th Language Resources and Evaluation Conference, 2020-05-11 - 2020-05-16, Marseille, France.

Zhou, Jiyun and Lu, Qin and Gui, Lin and Xu, Ruifeng and Long, Yunfei and Wang, Hongpeng (2019) MTTFsite: cross-cell type TF binding site prediction by using multi-task learning. Bioinformatics, 35 (24). pp. 5067-5077. DOI https://doi.org/10.1093/bioinformatics/btz451

Xiang, Rong and Lu, Qin and Jiao, Ying and Zheng, Yufei and Ying, Wenhao and Long, Yunfei (2019) Leveraging writing systems changes for deep learning based Chinese affective analysis. International Journal of Machine Learning and Cybernetics, 10 (11). pp. 3313-3325. DOI https://doi.org/10.1007/s13042-019-01019-z

Chen, I-Hsuan and Zhao, Qingqing and Long, Yunfei and Lu, Qin and Huang, Chu-Ren (2019) Mandarin Chinese modality exclusivity norms. PLoS One, 14 (2). e0211336-e0211336. DOI https://doi.org/10.1371/journal.pone.0211336

Long, Yunfei and Xiang, Rong and Lu, Qin and Xiong, Dan and Huang, Chu-Ren and Bi, Chenglin and Li, Minglei (2018) Learning Heterogeneous Network Embedding From Text and Links. IEEE Access, 6. pp. 55850-55860. DOI https://doi.org/10.1109/access.2018.2873044

Zhao, Qingqing and Huang, Chu-Ren and Long, Yunfei (2018) Synaesthesia in Chinese: A corpus-based study on gustatory adjectives in Mandarin. Linguistics, 56 (5). pp. 1167-1194. DOI https://doi.org/10.1515/ling-2018-0019

Li, Minglei and Lu, Qin and Xiong, Dan and Long, Yunfei (2018) Phrase embedding learning based on external and internal context with compositionality constraint. Knowledge-Based Systems, 152. pp. 107-116. DOI https://doi.org/10.1016/j.knosys.2018.04.009

Long, Yunfei (2017) Fake News Detection Through Multi-Perspective Speaker Profiles. In: The Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers), 2017-11-02 - 2017-11-07, Taipei, Taiwan.

Li, Minglei and Lu, Qin and Long, Yunfei and Gui, Lin (2017) Inferring Affective Meanings of Words from Word Embedding. IEEE Transactions on Affective Computing, 8 (4). pp. 443-456. DOI https://doi.org/10.1109/taffc.2017.2723012