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蒋盛益, 林楠铠</b>, 林晓钿, 武洪艳. 一种语法纠错模型的训练方法、装置、设备及存储介质. (202210560454.9, 已授权)</p> </article> </div> 蒋盛益, 林楠铠</b>, 林晓钿, 武洪艳, 甘诚韬, 杨子渝. 一种中文拼写纠错方法、装置、设备及存储介质. (202210504740.3, 已授权)</p> </article> </div> 蒋盛益, 林晓钿, 林楠铠</b>. 一种短语语料库的构建方法、装置、设备和存储介质. (202110984108.9, 已授权)</p> </article> </div> 蒋盛益, 林楠铠</b>, 林晓钿, 武洪艳. 一种汉语语法纠错的评估方法、装置、设备及存储介质. (202210443576.X, 已授权)</p> </article> </div> 王连喜, 林楠铠</b>, 林晓钿, 蒋越. 文本分类模型训练方法、文本分类方法、设备和介质. (202110332411.0, 已授权)</p> </article> </div> 付颖雯, 林楠铠</b>, 蒋盛益. 马来语识别模型的训练方法、识别方法、装置、设备. (202010393898.9, 已授权)</p> </article> </div> 林楠铠</b>, 蒋盛益, 林晓钿. 印尼语的情感分类方法、装置、设备及介质. (202010402298.4, 已授权)</p> </article> </div> 林楠铠</b>, 蒋盛益. 印尼语的语法纠错方法、装置、设备及存储介质. (202010402292.7, 已授权)</p> </article> </div> 蒋盛益, 李锦贤, 林楠铠</b>. 多语言新闻文本聚类方法、存储介质及终端设备. (201810979185.3, 已授权)</p> </article> </div> 蒋盛益, 林楠铠</b>, 蔡泽枫. 印尼语文档摘要生成方法、装置、存储介质及终端设备. (201810979183.4, 已授权)</p> </article> </div> 蒋盛益, 林楠铠</b>, 符斯慧, 郑铿涛, 陈晋毅. 印尼语单词检错纠错方法及系统. (201810734420.0, 已授权)</p> </article> </div> 国家社会科学基金一般项目“智媒时代公平性新闻推荐模型的构建及其应用研究” (参与, 24BXW047). 2024. 教育部人文社会科学研究规划基金项目“社交媒体操纵时代应用生成式AI的公共安全风险识别与防御研究” (参与, 24YJAZH244). 2024. 教育部人文社会科学研究规划基金项目“面向商品评论的跨语言细粒度情感分析方法研究” (参与, 20YJAZH118). 2020. 教育部人文社会科学研究规划基金项目“跨语言短文本情感分类方法研究” (参与, 19YJAZH128). 2019. 国家社会科学基金一般项目“突发公共卫生事件舆情中网民负面情绪检测及引导研究” (参与, 22BTQ045). 2022. 广东省普通高校重点领域专项“基于大规模资源的印地语词性标注语料库构建”(参与, 2019KZDZX1016). 2019. 国家社会科学基金青年项目“东盟涉华舆情的观点挖掘与信息聚合研究”(参与, 17CTQ045). 2017. 广东省哲学社会科学项目“基于大规模新闻语料的印尼语和马来语词汇差异研究”(参与, GD20CWY10). 2020. 广东省普通高校重点领域项目“基于大规模资源的印地语词性标注语料库构建” (参与, 2019KZDZX1016). 2019. 广东省软科学“一带一路背景下广东与东盟科技合作的宏观动因与微观机理研究” (参与, 2019A101002108). 2019. 广州市科技计划项目 “基于大规模文本的印尼语词汇资源自动构建技术研究” (参与, 202002030227). 2020. Hongbin Zhang, Kezhou Chen, Nankai Lin</b>, Zhifeng Hao, Aimin Yang, Zhengming Chen. Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning. International Joint Conference on Artificial Intelligence. 2025. (CCF A)</p> </article> </div> Ziling Dai, Nankai Lin</b>. JUDICIOUS: Evaluating Robustness of Large Language Models in the Legal Realm. Annual Meeting of the Cognitive Science Society. 2025. (CCF B, 通讯作者)</p> </article> </div> Haoyu Liang, Junheng He, Jianghao Lin, Nankai Lin</b>, Dong Zhou, Aimin Yang. DMCP: A Novel Debiasing Method Based on Contrastive Learning and Prompt Learning. International Conference on Big Data Analytics. 2025. (通讯作者)</p> </article> </div> Nankai Lin</b>, Hongyan Wu, Peijian Zeng, Qifeng Bai, Dong Zhou, Aimin Yang. A Novel Curriculum Learning Framework for Multi-label Emotion Classification. The Computer Journal. 2025. (中科院SCI 4区, CCF B类期刊)</p> </article> </div> Qifeng Bai, Nankai Lin</b>, Meiyu Zeng, Guanqiu Qin, Dong Zhou, Aimin Yang. A Dynamic De-Biasing Framework for Sequence Recommendation Based on Adversarial Contrastive Learning. User Modeling and User-Adapted Interaction. 2025. (中科院SCI 3区, CCF B类期刊, 通讯作者)</p> </article> </div> Shengyi Jiang, Yuting Su, Xuming Li, Nankai Lin</b>, Lixian Xiao, Lianxi Wang. Unraveling the Efficacy of In-Context Learning in Indonesian Grammatical Error Correction. International Conference on Computer Supported Cooperative Work in Design. 2025. (CCF C类会议, 通讯作者)</p> </article> </div> Meiyu Zeng, Xingming Liao, Yongmei Zhou, Wentao Huang, Nankai Lin</b>, Aimin Yang. Enhancing Cross-lingual Aspect-Based Sentiment Analysis with Code-mixed In-Context Demonstrations and Language-Specific Tags. International Conference on Computer Supported Cooperative Work in Design. 2025. (CCF C类会议, 通讯作者)</p> </article> </div> Wentao Huang, Zeyong Long, Dong Zhou, Zhijin Chen, Yongmei Zhou, Nankai Lin</b>, Aimin Yang. WATER: A Two-stage In-context Learning Debiasing Framework for Multilingual Text Classification. International Conference on Computer Supported Cooperative Work in Design. 2025. (CCF C类会议, 通讯作者)</p> </article> </div> Zeyong Long, Weixiong Zheng, Dong Zhou, Yongmei Zhou, Nankai Lin</b>, Aimin Yang. FairTriplet: Balancing Fairness and Accuracy in Contextual Pre-trained Models through Prompt Tuning. International Conference on Computer Supported Cooperative Work in Design. 2025. (CCF C类会议, 通讯作者)</p> </article> </div> Nankai Lin</b>, Yingwen Fu, Xiaotian Lin, Ziyu Yang, Shengyi Jiang. A New Evaluation Method: Evaluation Data and Metrics for Chinese Grammar Error Correction. Language Resources and Evaluation. 2025. (中科院SCI 4区)</p> </article> </div> Nankai Lin</b>, Hongyan Wu, Aimin Yang, Lianxi Wang. Emotion Classification of COVID-19 Chinese Microblogs Based on Contrastive Learning. Applied Soft Computing. 2025. (中科院SCI 1区)</p> </article> </div> Zhijin Chen, Nankai Lin</b>, Aimin Yang, Dong Zhou. Filter-enhanced Contrast Variational Autoencoders for Sequential Recommendation. The Computer Journal. 2025. (中科院SCI 4区, CCF B类期刊)</p> </article> </div> Hongbin Zhang, Tao Wang, Zhuowei Wang, Nankai Lin</b>, Chong Chen, Lianglun Cheng. A GPT-assisted Multi-Granularity Contrastive Learning approach for Knowledge Graph Entity Typing. ACM Transactions on Intelligent Systems and Technology. 2025. (中科院SCI 4区)</p> </article> </div> Dong Zhou, Qiang Ouyang, Nankai Lin</b>, Yongmei Zhou, Aimin Yang. GS2F: Multimodal Fake News Detection utilizing Graph Structure and Guided Semantic Fusion. ACM Transactions on Asian and Low-Resource Language Information Processing. 2025. (中科院SCI 4区, CCF C类期刊, 通讯作者)</p> </article> </div> Hongbin Zhang, Guangyu Lin, Kezhou Chen, Nankai Lin</b>, Lianglun Chen, Aimin Yang. A Joint Entity and Relation Extraction Framework for Handling Negative Samples Problems in Named Entity Recognition. Applied Soft Computing. 2025. (中科院SCI 1区, 通讯作者)</p> </article> </div> Nankai Lin</b>, Meiyu Zeng, Wentao Huang, Shengyi Jiang, Lixian Xiao, Aimin Yang. A Simple Yet Effective Corpus Construction Framework for Indonesian Grammatical Error Correction. ACM Transactions on Asian and Low-Resource Language Information Processing. 2025. (中科院SCI 4区, CCF C类期刊)</p> </article> </div> Nankai Lin</b>, Hongbin Zhang, Menglan Shen, Yu Wang, Shengyi Jiang, Aimin Yang. Corpus and Unsupervised Benchmark: Towards Tagalog Grammatical Error Correction. Computer Speech & Language. 2025. (中科院SCI 3区, CCF C类期刊)</p> </article> </div> Peijian Zeng, Nankai Lin</b>, Shun Li, Jianghao Lin, Aimin Yang. MODAL-DRN-BL: A Framework for Modal Analysis based on Dilated Residual Broad Learning Networks. Journal of Computing and Information Science in Engineering. 2025. (中科院SCI 4区)</p> </article> </div> Xingran Zhou, Nankai Lin</b>, Weixiong Zheng, Dong Zhou, Aimin Yang. A Contrastive News Recommendation Framework Based on Curriculum Learning. User Modeling and User-Adapted Interaction. 2025. (中科院SCI 3区, CCF B类期刊, 通讯作者)</p> </article> </div> Hongyan Wu, Nankai Lin</b>, Shengyi Jiang, Lianxi Wang, Aimin Yang. Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition. International Conference on Computational Linguistics. 2025. (CCF B类会议, 通讯作者)</p> </article> </div> Nankai Lin</b>, Peijian Zeng, Weixiong Zheng, Shengyi Jiang, Dong Zhou, Aimin Yang. Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models. International Conference on Computational Linguistics. 2025. (CCF B类会议)</p> </article> </div> Guanqiu Qin, Nankai Lin</b>, Menglan Shen, Qifeng Bai, Dong Zhou, Aimin Yang. Global Information Enhancement and Subgraph-Level Weakly Contrastive Learning for Lightweight Weakly Supervised Document-Level Event Extraction. Expert Systems with Applications. 2024. (中科院SCI 1区, CCF C类期刊)</p> </article> </div> Nankai Lin</b>, Meiyu Zeng, Xingming Liao, Weizhong Liu, Aimin Yang, Dong Zhou. Addressing Imbalance Challenges in Cross-Lingual Aspect-based Sentiment Analysis: Dynamic Loss Weights and Anti-decoupling. Expert Systems with Applications. 2024. (中科院SCI 1区, CCF C类期刊)</p> </article> </div> Shun Li, Peijian Zeng, Nankai Lin</b>, Maohua Lu, Jianghao Lin, Aimin Yang. Topology Optimization Based on Improved DoubleU-Net Using Four Boundary Condition Datasets. Engineering Optimization. 2024. (中科院SCI 3区)</p> </article> </div> Junheng He, Nankai Lin</b>, Qifeng Bai, Haoyu Liang, Dong Zhou, Aimin Yang. Towards Fair Decision: A Novel Representation Method for Debiasing Pre-trained Models. Decision Support Systems. 2024. (中科院SCI 1区, CCF C类期刊)</p> </article> </div> Nankai Lin</b>, Hongyan Wu, Weixiong Zheng, Xingming Liao, Shengyi Jiang, Aimin Yang, Lixian Xiao. IndoCL: Benchmarking Indonesian Language Development Assessment. Conference on Empirical Methods in Natural Language Processing. 2024. (CCF B类会议, Findings)</p> </article> </div> Dong Zhou, Binli Zeng, Nankai Lin</b>, Yongmei Zhou, Aimin Yang. HiRAG: A Historical Information-Driven Retrieval-Augmented Generation Framework for Background Summarization. Asian Conference on Machine Learning. 2024. (CCF C类会议, 通讯作者)</p> </article> </div> Jiajun Fang, Wentao Huang, Aimin Yang, Dong Zhou, Nankai Lin</b>. MLCL: A Framework for Reducing Language Imbalance in Sino-Tibetan Languages through Adapter Structures. Asian Conference on Machine Learning. 2024. (CCF C类会议, 通讯作者)</p> </article> </div> Peijian Zeng, Weixiong Zheng, Hongyan Wu, Nankai Lin</b>, Aimin Yang, Shengyi Jiang. ACTOR: Advancing Argument Components Identification through In-Context Learning and Proximity Information Awareness. CCF International Conference on Natural Language Processing and Chinese Computing. 2024. (CCF C类会议, 通讯作者)</p> </article> </div> Hongyan Wu, Nankai Lin</b>, Peijian Zeng, Weixiong Zheng, Shengyi Jiang, Aimin Yang. CCL24-Eval任务3系统报告：基于上下文学习的空间语义理解. China National Conference on Computational Linguistics. 2024. (通讯作者)</p> </article> </div> Qifeng Bai, Nankai Lin</b>, Junheng He, Zhijin Chen, Dong Zhou and Aimin Yang. ADSE: Adversarial Debiasing Framework Based on Sinusoidal Embedding for Sequential Recommendation. IEEE International Conference on Web Services. 2024. (CCF B类会议)</p> </article> </div> Weixiong Zheng, Aimin Yang, Nankai Lin</b>, Dong Zhou. From Bias to Fairness: The Role of Domain-Specific Knowledge and Efficient Fine-Tuning. International Conference on Intelligent Computing. 2024. (CCF C类会议, 通讯作者)</p> </article> </div> Shiqiao Huang, Weiwen Zhang, Nankai Lin</b>, Mianshen Xu. GPF: Generative Prediction Fusion for Multi-Label Emotion Classification. International Conference on Computer Supported Cooperative Work in Design. 2024. (CCF C类会议, 通讯作者)</p> </article> </div> Nankai Lin</b>, Xiaotian Lin, Yiwen Fu, Shengyi Jiang, Lianxi Wang. A Chinese GEC Model Based on Grammatical Generalization and Parameter Sharing. The Computer Journal. 2023. (中科院4区, CCF B类期刊)</p> </article> </div> Nankai Lin</b>, Yingwen Fu, Xiaotian Lin, Dong Zhou, Aimin Yang, Shengyi Jiang. CL-XABSA: Contrastive Learning for Cross-lingual Aspect-based Sentiment Analysis. IEEE/ACM Transactions on Audio, Speech and Language Processing. 2023. (中科院SCI 2区, CCF B类期刊)</p> </article> </div> Yiwen Fu, Nankai Lin</b>, Xiaohui Yu, Shengyi Jiang. Self-training with Double Judgers for Low-Resource Named Entity Recognition. IEEE/ACM Transactions on Audio, Speech and Language Processing. 2023. (中科院SCI 2区, CCF B类期刊)</p> </article> </div> 王连喜, 林楠铠</b>, 邓致妍, 蒋盛益. 印地语自然语言处理研究进展. 中文信息学报. 2023. (CCF B类期刊)</p> </article> </div> Haoyuan Bu, Nankai Lin</b>, Lianxi Wang, Shengyi Jiang. Towards Malay Abbreviation Disambiguation Corpus and Unsupervised Model. International Conference on Natural Language Processing and Chinese Computing. 2023. (CCF C类会议, 通讯作者)</p> </article> </div> Jigang Wang, Aimin Yang, Dong Zhou, Nankai Lin</b>, Zepeng Wang and Weifeng Huang. Simplifying Aspect-Sentiment Quadruple Prediction with Cartesian Product Operation. International Conference on Intelligent Computing. 2023. (CCF C类会议, 通讯作者)</p> </article> </div> Nankai Lin</b>, Guanqiu Qin, Jigang Wang, Dong Zhou, Aimin Yang. An Effective Deployment of Contrastive Learning in Multi-label Text Classification. Annual Meeting of the Association for Computational Linguistics. 2023. (CCF A类会议, Findings)</p> </article> </div> Nankai Lin</b>, Yiying Zhu, Xiaonan Cai, Shengyi Jiang, Yusha Zhang. Exploring Chinese Lexical Differences Based on Synergetic-linguistic Model. Digital Scholarship in the Humanities. 2022. (SSCI 3区)</p> </article> </div> Nankai Lin</b>, Sihui Fu, Xiaotian Lin, Lianxi Wang. Multi-label Emotion Classification Model Based on Adversarial Multi-Task Learning. Information Processing & Management. 2022. (中科院SCI 1区, CCF B类期刊)</p> </article> </div> Yiwen Fu, Nankai Lin</b>, Boyu Chen, Ziyu Yang, Shengyi Jiang. Cross-Lingual Named Entity Recognition for Heterogenous Languages. IEEE/ACM Transactions on Audio, Speech and Language Processing. 2022. (中科院SCI 2区, CCF B类期刊)</p> </article> </div> Aimin Yang, Qifeng Bai, Jigang Wang, Nankai Lin</b>, Xiaotian Lin, Guanqiu Qin, Junheng He. A Fine-Grained Social Bias Measurement Framework for Open-Domain Dialogue Systems. CCF International Conference on Natural Language Processing and Chinese Computing. 2022. (CCF C类会议, 通讯作者)</p> </article> </div> Jianying Zhu, Menglan Shen, Nankai Lin</b>. A Framework for Dictionary Development Building Domain Dictionary for Legal Field. The Eleventh Chinese Lexical Semantics Workshop. 2022. (通讯作者)</p> </article> </div> Nankai Lin</b>, Yingwen Fu, Ziyu Yang, Chuwei Chen, Shengyi Jiang. LaoPLM: Pre-trained Language Models for Lao. The International Conference on Language Resources and Evaluation. 2022.</p> </article> </div> Kengtao Zheng, Nankai Lin</b>, Shengyi Jiang. Unsupervised Character Embedding Correction and Candidate Word Denoising, IEEE/ACM Transactions on Audio, Speech and Language Processing. 2021. (中科院SCI 2区, CCF B类期刊)</p> </article> </div> Yingwen Fu, Nankai Lin</b>, Shengyi Jiang. Towards Corpus and Model: Hierarchical Structured-Attention-based Features for Indonesian Named Entity Recognition. Journal of Intelligent & Fuzzy Systems. 2021. (中科院SCI 4区)</p> </article> </div> Nankai Lin</b>, Boyu Chen, Xiaotian Lin, Kanoksak Wattanachote, Shengyi Jiang. A Framework for Indonesian Grammar Error Correction. ACM Transactions on Asian and Low-Resource Language Information Processing. 2021. (中科院SCI 4区, CCF C类期刊)</p> </article> </div> Shengyi Jiang, Sihui Fu, Nankai Lin</b>, Yingwen Fu. Pre-trained Models and Evaluation Data for the Khmer Language. Tsinghua Science and Technology. 2021. (中科院SCI 1区, 通讯作者)</p> </article> </div> Shengyi Jiang, Xiuwen Huang, Xiaonan Cai, Nankai Lin</b>. Pre-trained Models and Evaluation Data for the Myanmar Language. International Conference on Neural Information Processing. 2021. (CCF C类会议, 通讯作者)</p> </article> </div> Shengyi Jiang, Yingwen Fu, projects
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