1 code implementation • 16 Jun 2023 • Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Instruction tuning has been attracting much attention to achieve generalization ability across a wide variety of tasks.
1 code implementation • 24 May 2023 • Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
Automatic literature review generation is one of the most challenging tasks in natural language processing.
1 code implementation • 15 Jun 2021 • Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
This paper presents a novel unsupervised abstractive summarization method for opinionated texts.
no code implementations • ACL 2020 • Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
This paper presents a tree-structured neural topic model, which has a topic distribution over a tree with an infinite number of branches.
1 code implementation • ACL 2019 • Masaru Isonuma, Junichiro Mori, Ichiro Sakata
This paper focuses on the end-to-end abstractive summarization of a single product review without supervision.
no code implementations • EMNLP 2017 • Masaru Isonuma, Toru Fujino, Junichiro Mori, Yutaka Matsuo, Ichiro Sakata
The need for automatic document summarization that can be used for practical applications is increasing rapidly.