| Extractive summarization using multi-task learning with document classification M Isonuma, T Fujino, J Mori, Y Matsuo, I Sakata Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017 | 110 | 2017 |
| Tree-structured neural topic model M Isonuma, J Mori, D Bollegala, I Sakata Proceedings of the 58th annual meeting of the association for computational …, 2020 | 49 | 2020 |
| Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking M Isonuma, J Mori, I Sakata Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 41 | 2019 |
| Unsupervised abstractive opinion summarization by generating sentences with tree-structured topic guidance M Isonuma, J Mori, D Bollegala, I Sakata Transactions of the Association for Computational Linguistics 9, 945-961, 2021 | 21 | 2021 |
| Unlearning traces the influential training data of language models M Isonuma, I Titov arXiv preprint arXiv:2401.15241, 2024 | 9* | 2024 |
| Dynamic structured neural topic model with self-attention mechanism N Miyamoto, M Isonuma, S Takase, J Mori, I Sakata Findings of the Association for Computational Linguistics: ACL 2023, 5916-5930, 2023 | 9 | 2023 |
| SciReviewGen: a large-scale dataset for automatic literature review generation T Kasanishi, M Isonuma, J Mori, I Sakata arXiv preprint arXiv:2305.15186, 2023 | 7* | 2023 |
| Topic modeling for short texts with large language models T Doi, M Isonuma, H Yanaka Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 5 | 2024 |
| Discovering Interdisciplinarily Spread Knowledge in the Academic Literature M Kamada, K Asatani, M Isonuma, I Sakata IEEE Access 9, 124142-124151, 2021 | 3 | 2021 |
| Differentiable Instruction Optimization for Cross-Task Generalization M Isonuma, J Mori, I Sakata arXiv preprint arXiv:2306.10098, 2023 | 2* | 2023 |
| 業績変動を考慮した決算短信からの重要文抽出 磯沼大， 藤野暢， 浮田純平， 村上遥， 浅谷公威， 森純一郎， 坂田一郎 研究報告自然言語処理 (NL) 2016 (6), 1-6, 2016 | 2 | 2016 |
| Lexical Entailment with Hierarchy Representations by Deep Metric Learning N Sato, M Isonuma, K Asatani, S Ishizuka, A Shimizu, I Sakata Findings of the Association for Computational Linguistics: EMNLP 2022, 3517-3522, 2022 | 1 | 2022 |
| Unsupervised Joint Learning for Headline Generation and Discourse Structure of Reviews M Isonuma, J Mori, I Sakata Advances in Artificial Intelligence: Selected Papers from the Annual …, 2020 | 1 | 2020 |
| 文書分類とのマルチタスク学習による重要文抽出 磯沼大， 藤野暢， 浮田純平， 村上遥， 浅谷公威， 森純一郎， 坂田一郎 人工知能学会全国大会論文集 第 31 回 (2017), 1J14-1J14, 2017 | 1 | 2017 |
| A study on designing task priority rule considering rework risk of system development project T MITSUYUKI, H YAMATO, K HIEKATA, B MOSER, M ISONUMA, ... Transactions of the JSME (in Japanese) 82 (835), 15-15-00474, 2016 | 1 | 2016 |
| What's New in My Data? Novelty Exploration via Contrastive Generation M Isonuma, I Titov arXiv preprint arXiv:2410.14765, 2024 | | 2024 |
| Towards Transfer Unlearning: Empirical Evidence of Cross-Domain Bias Mitigation H Lu, M Isonuma, J Mori, I Sakata arXiv preprint arXiv:2407.16951, 2024 | | 2024 |
| Comprehensive Evaluation of Large Language Models for Topic Modeling M Isonuma, H Yanaka arXiv preprint arXiv:2406.00697, 2024 | | 2024 |
| Topic Modeling for Short Texts with Large Language Models M Isonuma, H Yanaka arXiv e-prints, arXiv: 2406.00697, 2024 | | 2024 |
| Text-to-Image モデルの学習における最適キャプションの探索 中尾純平， 磯沼大， 森純一郎， 坂田一郎 人工知能学会全国大会論文集 第 37 回 (2023), 1O5GS701-1O5GS701, 2023 | | 2023 |
Junichiro MoriThe University of TokyoVerified email at mi.u-tokyo.ac.jp
