Concepedia

Masaru Isonuma

MI

Statistics

Publications

5

Citations

188

H-Index

5

Active since

2017

Affiliations

The University of Tokyo(Current)

University of Liverpool

Masaru Isonuma is an author at The University of Tokyo specializing in content analysis, information retrieval, and linguistics.

Top concepts

LanguageEngineeringLinguisticsText MiningData ScienceContent AnalysisMachine TranslationInformation RetrievalComputational LinguisticsNatural Language Processing

Publications per year

2017–2024

5

Publications

5

Extractive Summarization Using Multi-Task Learning with Document Classification

Masaru Isonuma, T. Fujino, Junichiro Mori et al. · 2017 · 86 citations · Full text

Tree-Structured Neural Topic Model

Masaru Isonuma, Junichiro Mori, Danushka Bollegala et al. · 2020 · 40 citations · Full text

Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking

Masaru Isonuma, Junichiro Mori, Ichiro Sakata · 2019 · 37 citations · Full text

Engineering, Entity Summarization, Automatic Summarization +17

Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance

Masaru Isonuma, Junichiro Mori, Danushka Bollegala et al. · Transactions of the Association for Computational Linguistics · 2021 · 14 citations · Full text

Engineering, Communication, Text Mining +19

Topic Modeling for Short Texts with Large Language Models

Tomoki Doi, Masaru Isonuma, Hitomi Yanaka · 2024 · 11 citations · Full text

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