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.
no code implementations • 22 Oct 2022 • Hisashi Kashima, Satoshi Oyama, Hiromi Arai, Junichiro Mori
Human computation is an approach to solving problems that prove difficult using AI only, and involves the cooperation of many humans.
no code implementations • 25 Feb 2022 • Jun Ikeda, Junichiro Mori
Recent approaches for weakly supervised instance segmentation detect and segment objects using appearance information obtained from a static image.
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.