Search Results for author: Junichiro Mori

Found 8 papers, 3 papers with code

Differentiable Instruction Optimization for Cross-Task Generalization

no code implementations16 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.

Bilevel Optimization

SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation

1 code implementation24 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.

Review Generation

Trustworthy Human Computation: A Survey

no code implementations22 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.

Ethics Fairness

Weakly Supervised Instance Segmentation using Motion Information via Optical Flow

no code implementations25 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.

Instance Segmentation Optical Flow Estimation +3

Tree-Structured Neural Topic Model

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.

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