論文

• Dongyuan Li, Yusong WANG, Kotaro Funakoshi, Manabu Okumura. Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition, Journal of Natural Language Processing, Vol. 31, No. 3, Sept. 2024.
• Dongyuan Li, Zhen Wang, Yankai Chen, Renhe Jiang, Weiping Ding, Manabu Okumura. A Survey on Deep Active Learning: Recent Advances and New Frontiers, IEEE Transactions on Neural Networks and Learning Systems, May 2024.
• Congda Ma, Tianyu Zhao, Makoto Shing, Kei Sawada, Manabu Okumura. Focused Prefix Tuning for Controllable Text Generation, the Journal of Natural Language Processing, Vol. 31, No. 1, Mar. 2024.
• Jian Wu, YICHENG XU, Yan Gao, Jian-Guang LOU, Borje F. Karlsson, Manabu Okumura. A table question alignment based cell-selection method for table-text QA, the Journal of Natural Language Processing, Vol. 31, No. 1, Mar. 2024.
• Ying Zhang, Hidetaka Kamigaito, Manabu Okumura. Bidirectional Transformer Reranker for Grammatical Error Correction, the Journal of Natural Language Processing, Vol. 31, No. 1, Mar. 2024.
• Yusuke Miyazawa, Narimasa Katsuta, Tamaki Nara, Shuko Nojiri, Toshio Naito, Makoto Hiki, Masako Ichikawa, Yoshihide Takeshita, Tadafumi Kato, Manabu Okumura. Identification of risk factors for the onset of delirium associated with COVID-19 by mining nursing records, PLOS ONE, Jan. 2024.
• Mya Ei San, Sasiporn Usanavasin, Ye Kyaw Thu, Manabu Okumura. A Study for Enhancing Low-resource Thai-Myanmar-English Neural Machine Translation, ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 23, No. 54, pp. 1-24, Jan. 2024.

国際会議発表 (査読有り)

• Aru Maekawa, Satoshi Kosugi, Kotaro Funakoshi, Manabu Okumura. DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation, 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Findings of the Association for Computational Linguistics, pp. 3138–3153, June 2024.
• Zhen Wang, Dongyuan Li, Manabu Okumura. MULTIMODAL GRAPH-BASED AUDIO-VISUAL EVENT LOCALIZATION, IEEE ICASSP 2024, Apr. 2024.
• Aru Maekawa, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura. Can we obtain significant success in RST discourse parsing by using Large Language Models?, The 18th Conference of the European Chapter of the Association for Computational Linguistics（EACL2024）, Mar. 2024.
• Boonnithi Jiaramaneepinit, Thodsaporn Chay-intr, Kotaro Funakoshi, Manabu Okumura. Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach, The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), Mar. 2024.
• Fuyang Yu, Zhen Wang, Dongyuan Li, Peide Zhu, Xiaochuan Wang, Xiaohui Liang, Manabu Okumura. Towards Cross-modal Point Cloud Retrieval for Indoor Scenes, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Peide Zhu, Zhen Wang, Manabu Okumura, Jie Yang. MRHF: Multi-stage Retrieval and Hierarchical Fusion for Textbook Question Answering, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Zhen Wang, Peide Zhu, Fuyang Yu, Manabu Okumura. A New Benchmark and OCR-free Method for Document Image Topic Classification, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.

国際会議発表 (査読なし・不明)

• Toshiki Kawamoto, Masaki Tashiro, Takamichi Nakamoto, Manabu Okumura. Creating Linguistic Embedding Space for Odors, 2024 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), May 2024.

国内会議発表 (査読なし・不明)

• 城戸晴輝, 前川在, 小杉哲, 船越孝太郎, 奥村学. R2T: 言語モデルの確率操作による学習なし中間文生成, 言語処理学会第30回年次大会, Mar. 2024.
• 前川在, 小杉哲, 船越孝太郎, 奥村学. テキスト生成モデルを利用したデータセット蒸留, 言語処理学会第30回年次大会, Mar. 2024.
• 森雄一郎, 前川在, 小杉哲, 船越孝太郎, 高村大也, 奥村学. サッカー実況中継を付加的情報の提供という側面から見る, 言語処理学会第30回年次大会, Mar. 2024.

特許など

• 上垣外英剛, 福島健司, 奥村学, 平尾　努　, 永田　昌明. 木構造推定装置、パラメタ学習装置、木構造推定方法、パラメタ学習方法、及びプログラム. 特許. 登録. 国立大学法人東京工業大学, 日本電信電話株式会社. 2021/03/05. 特願2021-035375. 2022/09/15. 特開2022-135518. 特許第7457332号. 2024/03/19 2024.
• 上垣外英剛, 小林尚輝, 奥村学, 平尾　努　, 永田　昌明　. パラメタ最適化装置、パラメタ最適化方法、及びプログラム. 特許. 登録. 国立大学法人東京工業大学, 日本電信電話株式会社. 2021/03/05. 特願2021-035373. 2022/09/15. 特開2022-135517. 特許第7432898号. 2024/02/08 2024.

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