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I. Sakata

3 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 author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.DL1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedUnsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking

4 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.DL2022

Storyteller: The papers co-citing Sleeping Beauty and Prince before awakening

Takahiro Miura, Ichiro Sakata

In the Cumulative Advantage(CA) model, which is one of the most fundamental approaches to understand the mechanism of citation dynamics, papers receive citations depending on how m…

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…

cs.CL2019★ 4 cited

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

Masaru Isonuma, Junichiro Mori, Ichiro Sakata

This paper focuses on the end-to-end abstractive summarization of a single product review without supervision. We assume that a review can be described as a discourse tree, in whic…

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