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researcher

I. Sakata

5 papers hereh-index 241.9k citations160 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.DL1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedUnsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking

4 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.CL2021

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

Masaru Isonuma, Junichiro Mori, Danushka Bollegala +1

This paper presents a novel unsupervised abstractive summarization method for opinionated texts. While the basic variational autoencoder-based models assume a unimodal Gaussian pri…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.