論文

• Ao Liu, Congjian Luo, Naoaki Okazaki. Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation, Journal of Information Processing, Vol. 31, pp. 332-343, May 2023.

国際会議発表 (査読有り)

• An Wang, Junfeng Jiang, Youmi Ma, Ao Liu, Naoaki Okazaki. Generative Data Augmentation for Aspect Sentiment Quad Prediction, Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM), pp. 128–140, July 2023.
• Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang. PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 5531–5546, Dec. 2022.
• Ao Liu, An Wang, Naoaki Okazaki. Semi-Supervised Formality Style Transfer with Consistency Training, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, pp. 4689-4701, May 2022.

学位論文

• Towards Faithful Logical Natural Language Generation from Structured Data,  Thesis,  Doctor (Engineering),  Tokyo Institute of Technology,  2023/09/22,   
• Towards Faithful Logical Natural Language Generation from Structured Data,  Exam Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2023/09/22,   
• Towards Faithful Logical Natural Language Generation from Structured Data,  Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2023/09/22,   

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