Search Results for author: Toshihiko Yanase

Found 9 papers, 1 papers with code

Optuna: A Next-generation Hyperparameter Optimization Framework

11 code implementations25 Jul 2019 Takuya Akiba, Shotaro Sano, Toshihiko Yanase, Takeru Ohta, Masanori Koyama

We will present the design-techniques that became necessary in the development of the software that meets the above criteria, and demonstrate the power of our new design through experimental results and real world applications.

Distributed Computing Hyperparameter Optimization

StruAP: A Tool for Bundling Linguistic Trees through Structure-based Abstract Pattern

no code implementations EMNLP 2017 Kohsuke Yanai, Misa Sato, Toshihiko Yanase, Kenzo Kurotsuchi, Yuta Koreeda, Yoshiki Niwa

We present a tool for developing tree structure patterns that makes it easy to define the relations among textual phrases and create a search index for these newly defined relations.

Decision Making Information Retrieval +1

bunji at SemEval-2017 Task 3: Combination of Neural Similarity Features and Comment Plausibility Features

no code implementations SEMEVAL 2017 Yuta Koreeda, Takuya Hashito, Yoshiki Niwa, Misa Sato, Toshihiko Yanase, Kenzo Kurotsuchi, Kohsuke Yanai

This paper describes a text-ranking system developed by bunji team in SemEval-2017 Task 3: Community Question Answering, Subtask A and C. The goal of the task is to re-rank the comments in a question-and-answer forum such that useful comments for answering the question are ranked high.

Community Question Answering Question Similarity

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