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 | 102 | 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 | 41 | 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 | 40 | 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 | 20 | 2021 |
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 | 6 | 2023 |
Unlearning Traces the Influential Training Data of Language Models M Isonuma, I Titov Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 5* | 2024 |
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation T Kasanishi, M Isonuma, J Mori, I Sakata arXiv preprint arXiv:2305.15186, 2023 | 3* | 2023 |
Differentiable Instruction Optimization for Cross-Task Generalization M Isonuma, J Mori, I Sakata arXiv preprint arXiv:2306.10098, 2023 | 2* | 2023 |
Discovering Interdisciplinarily Spread Knowledge in the Academic Literature M Kamada, K Asatani, M Isonuma, I Sakata IEEE Access 9, 124142-124151, 2021 | 2 | 2021 |
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 |
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 |
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 | | 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 |
Topic Modeling for Short Texts with Large Language Models M Isonuma, H Yanaka arXiv preprint 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 |
Self-attention 機構に基づく Dynamic Structured Neural Topic Model 宮本望, 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 36 回 (2022), 2B4GS602-2B4GS602, 2022 | | 2022 |
潜在的なトピック構造を捉えた生成型教師なし意見要約 磯沼大, 森純一郎, 坂田一郎 研究報告音声言語情報処理 (SLP) 2020 (31), 1-9, 2020 | | 2020 |
Unsupervised Opinion Summary Generation by Inducing Latent Topic Structure M ISONUMA, JUNI MORI, D BOREGARA, I SAKATA 情報処理学会研究報告 (Web) 2020 (SLP-134), 2020 | | 2020 |
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 | | 2020 |