2023

Liang, Bin, Yin, Rongdi, Du, Jiachen, Gui, Lin, He, Yulan, Yang, Min and Xu, Ruifeng (2023) Embedding refinement framework for targeted aspect-based sentiment analysis. IEEE Transactions on Affective Computing, 14 (1). 279 -293. doi:10.1109/TAFFC.2021.3071388 ISSN 1939-1374.

2022

Yan, Hanqi, Gui, Lin and He, Yulan (2022) Hierarchical interpretation of neural text classification. Computational Linguistics, 48 (4). pp. 987-1020. doi:10.1162/coli_a_00459 ISSN 0891-2017.

Lu, Junru, Tan, Xingwei, Pergola, Gabriele, Gui, Lin and He, Yulan (2022) Event-centric question answering via contrastive learning and invertible event transformation. In: EMNLP 2022, Abu Dhabi, United Arab Emirates, 7-11 Dec 2022. Published in: Findings of the Association for Computational Linguistics: EMNLP 2022 pp. 2377-2389.

Yan, Hanqi, Gui, Lin, Li, Wenjie and He, Yulan (2022) Addressing token uniformity in transformers via singular value transformation. In: Uncertainty in Artificial Intelligence, Eindhoven, The Netherlands, 01-05 Aug 2022. Published in: Proceedings of Machine Learning Research, 180 pp. 2181-2191. ISSN 2640-3498.

Liang, Bin, Zhu, Qinlin, Li, Xiang, Yang, Min, Gui, Lin, He, Yulan and Xu, Ruifeng (2022) JointCL : a joint contrastive learning framework for zero-shot stance detection. In: The 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 22-27 May 2022. Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1 pp. 81-91. doi:10.18653/v1/2022.acl-long.7

Liang, Bin, Lou, Chenwei, Li, Xiang, Yang, Min, Gui, Lin, He, Yulan, Pei, Wenjie and Xu, Ruifeng (2022) Multi-modal sarcasm detection via cross-modal graph convolutional network. In: The 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 22-27 May 2022. Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1 pp. 1767-1777. doi:10.18653/v1/2022.acl-long.124

Wen, Zhiyuan, Gui, Lin, Wang, Qianlong, Guo, Mingyue, Yu, Xiaoqi, Du, Jiachen and Xu, Ruifeng (2022) Sememe knowledge and auxiliary information enhanced approach for sarcasm detection. Information Processing & Management, 59 (3). 102883. doi:10.1016/j.ipm.2022.102883 ISSN 03064573.

Liang, Bin, Chen, Zixiao, Gui, Lin, He, Yulan, Yang, Min and Xu, Ruifeng (2022) Zero-shot stance detection via contrastive learning. In: WWW '22: The ACM Web Conference, Online, hosted Lyon, France, 25–29 Apr 2022. Published in: WWW '22: Proceedings of the ACM Web Conference 2022 pp. 2738-2747. ISBN 9781450390965. doi:10.1145/3485447.3511994

Liang, Bin, Su, Hang, Gui, Lin, Cambria, Erik and Xu, Ruifeng (2022) Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks. Knowledge-Based Systems, 235 . 107643. doi:10.1016/j.knosys.2021.107643 ISSN 0950-7051.

2021

Liang, Bin, Su, Hang, Yin, Rongdi, Gui, Lin, Yang, Min, Zhao, Qin, Yu, Xiaoqi and Xu, Ruifeng (2021) Beta distribution guided aspect-aware graph for aspect category sentiment analysis with affective knowledge. In: The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Online ; Punta Cana, Dominican Republic, 7–11 Nov 2021. Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing pp. 208-218.

Zhang, Wenjian, Gui, Lin and He, Yulan (2021) Supervised contrastive learning for multimodal unreliable news detection in COVID-19 pandemic. In: 30th ACM International Conference on Information and Knowledge Management, Virtual conference, 01-05 Nov 2021. Published in: CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management pp. 3637-3641. doi:10.1145/3459637.3482196

Liang, Bin, Lou, Chenwei, Li, Xiang, Gui, Lin, Yang, Min and Xu, Ruifeng (2021) Multi-modal sarcasm detection with interactive in-modal and cross-modal graphs. In: 29th ACM International Conference on Multimedia, Virtual ; Chengdu, China, 20-24 Oct 2021. Published in: MM '21: Proceedings of the 29th ACM International Conference on Multimedia pp. 4707-4715. ISBN 9781450386517. doi:10.1145/3474085.3475190

Gui, Lin and He, Yulan (2021) Understanding patient reviews with minimum supervision. Artificial Intelligence in Medicine, 120 . 102160. doi:10.1016/j.artmed.2021.102160 ISSN 0933-3657.

Zhao, Runcong, Gui, Lin, Pergola, Gabriele and He, Yulan (2021) Adversarial learning of poisson factorisation model for gauging brand sentiment in user reviews. In: EACL 2021 : The 16th Conference of the European Chapter of the Association for Computational Linguistics, Virtual conference, 19-23 Apr 2021. Published in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics : Main Volume pp. 2341-2351.

Lou, Chenwei, Bin, Liang, Gui, Lin, He, Yulan, Dang, Yixue and Xu, Ruifeng (2021) Affective dependency graph for sarcasm detection. In: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Online, 11-15 Jul 2021. Published in: SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval pp. 1844-1849. ISBN 9781450380379. doi:10.1145/3404835.3463061

Liang, Bin, Fu, Yonghao, Gui, Lin, Yang, Min, Du, Jiachen, He, Yulan and Xu, Ruifeng (2021) Target-adaptive graph for cross-target stance detection. In: The Web conference 2021, Virtual conference, 12-23 Apr 2021. Published in: Proceedings of Web Conference 2021 pp. 3453-3464. ISBN 9781450383127. doi:10.1145/3442381.3449790

Pergola, Gabriele, Gui, Lin and He, Yulan (2021) A disentangled adversarial neural topic model for separating opinions from plots in user reviews. In: 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Online, 6–11 Jun 2021. Published in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies pp. 2870-2883.

Pergola, Gabriele, Kochkina, Elena, Gui, Lin, Liakata, Maria and He, Yulan (2021) Boosting low-resource biomedical QA via entity-aware masking strategies. In: EACL 2021: The 16th Conference of the European Chapter of the Association for Computational Linguistics, Virtual conference, 19-23 Apr 2021. Published in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume pp. 1977-1985. doi:10.18653/v1/2021.eacl-main.169

Yan, Hanqi, Gui, Lin, Pergola, Gabriele and He, Yulan (2021) Position bias mitigation : a knowledge-aware graph model for emotion cause extraction. In: 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand, 1-6 Aug 2021. Published in: Proceedings of 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) pp. 3364-3375. ISBN 9781954085527.

Zhu, Lixing, Pergola, Gabriele, Gui, Lin, Zhou, Deyu and He, Yulan (2021) Topic-driven and knowledge-aware transformer for dialogue emotion detection. In: ACL 2021, Online, 2–4 Aug 2021. Published in: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language pp. 1571-1582.

2020

Liang, Bin, Yin, Rongdi, Gui, Lin, Du, Jiachen, He, Yulan and Xu, Ruifeng (2020) Aspect-invariant sentiment feature learning : adversarial multi-task learning for aspect-based sentiment analysis. In: 28th ACM International Conference on Information and Knowledge Management (CIKM), Virtual conference, 18-23 Oct 2020. Published in: CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management pp. 825-834. ISBN 9781450368599. doi:10.1145/3340531.3411868

Lu, Junru, Pergola, Gabriele, Gui, Lin, Li, Binyang and He, Yulan (2020) CHIME : Cross-passage hierarchical memory network for generative review question answering. In: The 28th International Conference on Computational Linguistics, Virtual conference, 8-13 Dec 2020. Published in: Proceedings of the 28th International Conference on Computational Linguistics pp. 2547-2560. doi:10.18653/v1/2020.coling-main.229

Du, Jiachen, Gui, Lin, Xu, Ruifeng, Xia, Yunqing and Wang, Xuan (2020) Commonsense knowledge enhanced memory network for stance classification. IEEE Intelligent Systems, 35 (4). pp. 102-109. doi:10.1109/MIS.2020.2983497 ISSN 1541-1672.

Fan, Chuang, Yuan, Chaofa, Du, Jiachen, Gui, Lin, Yang, Min and Xu, Ruifeng (2020) Transition-based directed graph construction for emotion-cause pair extraction. In: 2020 Annual Conference of the Association for Computational Linguistics, 5-10 Jul 2020 . Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics pp. 3707-3717. doi:10.18653/v1/2020.acl-main.342

Gui, Lin, Jia, Leng, Zhou, Jiyun, Xu, Ruifeng and He, Yulan (2020) Multi-task learning with mutual learning for joint sentiment classification and topic detection. IEEE Transactions on Knowledge and Data Engineering . doi:10.1109/TKDE.2020.2999489 ISSN 1041-4347.

Xu, Ruifeng, Wen, Zhiyuan , Gui, Lin, Lu, Qin, Li, Binyang and Wang, Xizhao (2020) Ensemble with estimation : seeking for optimization in class noisy data. International Journal of Machine Learning and Cybernetics, 11 . pp. 231-248. doi:10.1007/s13042-019-00969-8 ISSN 1868-8071.

Liang, Bin, Yin, Rongdi, Gui, Lin, Du, Jiachen and Xu, Ruifeng (2020) Jointly learning aspect-focused and inter-aspect relations with graph convolutional networks for aspect sentiment analysis. In: COLING 2020, Barcelona, Spain (Online), 8-13 Dec 2020. Published in: Proceedings of the 28th International Conference on Computational Linguistics pp. 150-161. doi:10.18653/v1/2020.coling-main.13

2019

Zhou, Jiyun, Lu, Qin, Gui, Lin, Xu, Ruifeng, 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:10.1093/bioinformatics/btz451 ISSN 1367-4803.

Fan, Chuang, Yan, Hongyu, Du, Jiachen, Gui, Lin, Bing, Lidong, Yang, Min, Xu, Ruifeng and Mao, Ruibin (2019) A knowledge regularized hierarchical approach for emotion cause analysis. In: 2019 Conference on Empirical Methods in Natural Language Processing, Hong Kong, 3-7 Nov 2019. Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) pp. 5618-5628. doi:10.18653/v1/D19-1563

Gui, Lin, Leng, Jia, Pergola, Gabriele, Zhou, Yu, Xu, Ruifeng and He, Yulan (2019) Neural topic model with reinforcement learning. In: 2019 Conference on Empirical Methods in Natural Language Processing, Hong Kong, 3-7 Nov 2019. Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) pp. 3478-3483. doi:10.18653/v1/D19-1350

Pergola, Gabriele, Gui, Lin and He, Yulan (2019) TDAM: a topic-dependent attention model for sentiment analysis. Information Processing & Management, 56 (6). 102084. doi:10.1016/j.ipm.2019.102084 ISSN 0306-4573.

Du, Jiachen, Gui, Lin, He, Yulan, Xu, Ruifeng and Wang, Xuan (2019) Convolution-based neural attention with applications to sentiment classification. IEEE Access, 7 . 27983 -27992. doi:10.1109/ACCESS.2019.2900335 ISSN 2169-3536.

2017

Du, Jiachen, Xu, Ruifeng, He, Yulan and Gui, Lin (2017) Stance classification with target-specific neural attention networks. In: Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), Melbourne, 19-25 Aug 2017. Published in: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI) pp. 3988-3994. ISBN 9780999241103. doi:10.24963/ijcai.2017/557