研究方向：文本纠错, 情感分析, 多语言学习, 大模型安全, 大模型应用, 机器学习公平性
学习经历：博士毕业于广东工业大学，本科与硕士毕业于广东外语外贸大学。
基本情况：讲师，硕士生导师。担任IJAACS副主编（SCI 4区期刊）、IPM编委（SCI 1区期刊）、ACL 2025 Area Chair、EMNLP 2025 Area Chair、ICDM 2024/2025 PC、WSDM 2025 PC。研究成果发表在IEEE TASLP、ACM TALLIP、IPM、ACL、IJCAI、EMNLP、COLING等期刊和会议上，授权专利12项。
联系邮箱：neakail@outlook.com
个人主页：https://neakail.github.io/
谷歌学术主页：https://scholar.google.com/citations?user=UOUx8KoAAAAJ&hl=zh-CN&authuser=1
一、2025年代表性论文
[1] Weizhong Liu, Qifeng Bai, Wentao Huang, Feiyan Pang, Nankai Lin, Aimin Yang. Multi-Scenario CTR Prediction via Enhanced Scene-Aware Transformer Framework. Computer Journal. 2025. (中科院SCI 4区, CCF B, 通讯作者)
[2] Nankai Lin, Hongyan Wu, Sihui Fu, Shengyi Jiang, Aimin Yang. A Chinese Spell Checking Framework Based on Reverse Contrastive Learning. Journal of Computer Science and Technology. 2025. (中科院SCI 3区, CCF B类期刊)
[3] Bowen Ruan, Hongyan Wu, Yitong Han, Shengyi Jiang, Lianxi Wang, Nankai Lin. DISCERN: Chain-of-Thought-Augmented Syntactic-based In-Context Learning for Chinese Semantic Error Detection. Data Intelligence. 2025. (中科院SCI 2区, 通讯作者)
[4] Weixiong Zheng, Peijian Zeng, Yiwei Li, Hongyan Wu, Nankai Lin, Junhao Chen, Aimin Yang, Yongmei Zhou. Jailbreaking? One Step Is Enough! Annual Meeting of the Association for Computational Linguistics. 2025. (CCF A类会议, 通讯作者)
[5] Ziling Dai, Nankai Lin. JUDICIOUS: Evaluating Robustness of Large Language Models in the Legal Realm. Annual Meeting of the Cognitive Science Society. 2025. (CCF B类会议, 通讯作者)
[6] Nankai Lin, 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)
[7] Qifeng Bai, Nankai Lin, 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)
[8] Nankai Lin, 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)
[9] Nankai Lin, 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)
[10] Dong Zhou, Qiang Ouyang, Nankai Lin, 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)
[11] Hongbin Zhang, Guangyu Lin, Kezhou Chen, Nankai Lin, 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)
[12] Nankai Lin, 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)
[13] Nankai Lin, 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)
[14] Xingran Zhou, Nankai Lin, 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)
[15] Hongyan Wu, Nankai Lin, 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)
[16] Nankai Lin, 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)
二、部分专利及软著
[1] 蒋盛益, 林楠铠, 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)
[2] 蒋盛益, 林楠铠, 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)
[3] 蒋盛益, 李锦贤, 林楠铠. 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)
[4] 林楠铠, 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)
三、部分指导学生成果
[1]“伪影真探——全视频生成检测平台”. 第18届中国大学生计算机设计大赛二等奖，2025
[2]“面向生成式人工智能的多语言安全防护研究”. 2025年省级大学生创新训练计划项目，2025
