フォロー
Masaru Isonuma
Masaru Isonuma
JSPS overseas research fellow, The University of Edinburgh
確認したメール アドレス: ed.ac.uk - ホームページ
タイトル
引用先
引用先
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
1022017
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
412020
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
402019
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
202021
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
62023
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
22021
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
22016
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
12022
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
12017
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
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