Masaru Isonuma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Comprehensive Evaluation

Latent Dirichlet Allocation

Discourse Structure

Top Venues

Publications

Masaru Isonuma, Ivan Titov
Unlearning Reveals the Influential Training Data of Language Models. CoRR (2024)
Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
Comprehensive Evaluation of Large Language Models for Topic Modeling. CoRR (2024)
Huimin Lu, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Towards Transfer Unlearning: Empirical Evidence of Cross-Domain Bias Mitigation. CoRR (2024)
Masaru Isonuma, Ivan Titov
Unlearning Traces the Influential Training Data of Language Models. ACL (1) (2024)
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Differentiable Instruction Optimization for Cross-Task Generalization. ACL (Findings) (2023)
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Differentiable Instruction Optimization for Cross-Task Generalization. CoRR (2023)
Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation. ACL (Findings) (2023)
Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation. CoRR (2023)
Nozomu Miyamoto, Masaru Isonuma, Sho Takase, Junichiro Mori, Ichiro Sakata
Dynamic Structured Neural Topic Model with Self-Attention Mechanism. ACL (Findings) (2023)
Naomi Sato, Masaru Isonuma, Kimitaka Asatani, Shoya Ishizuka, Aori Shimizu, Ichiro Sakata
Lexical Entailment with Hierarchy Representations by Deep Metric Learning. EMNLP (Findings) (2022)
Maiko Kamada, Kimitaka Asatani, Masaru Isonuma, Ichiro Sakata
Discovering Interdisciplinarily Spread Knowledge in the Academic Literature. IEEE Access 9 (2021)
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance. Trans. Assoc. Comput. Linguistics 9 (2021)
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance. CoRR (2021)
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
Tree-Structured Neural Topic Model. ACL (2020)
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking. CoRR (2019)
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Unsupervised Joint Learning for Headline Generation and Discourse Structure of Reviews. JSAI (2019)
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking. ACL (1) (2019)
Masaru Isonuma, Toru Fujino, Junichiro Mori, Yutaka Matsuo, Ichiro Sakata
Extractive Summarization Using Multi-Task Learning with Document Classification. EMNLP (2017)