Search Results for author: Kosuke Nakago

Found 5 papers, 3 papers with code

EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements

2 code implementations10 Jun 2025 Issa Sugiura, Takashi Ishida, Taro Makino, Chieko Tazuke, Takanori Nakagawa, Kosuke Nakago, David Ha

To address this gap, we introduce EDINET-Bench, an open-source Japanese financial benchmark designed to evaluate the performance of LLMs on challenging financial tasks including accounting fraud detection, earnings forecasting, and industry prediction.

Binary Classification Financial Analysis +2

GraphNVP: an Invertible Flow-based Model for Generating Molecular Graphs

no code implementations25 Sep 2019 Kaushalya Madhawa, katsuhiko Ishiguro, Kosuke Nakago, Motoki Abe

In contrast, our model is the first invertible model for the whole graph components: both of dequantized node attributes and adjacency tensor are converted into latent vectors through two novel invertible flows.

Graph Generation Molecular Graph Generation +1

BayesGrad: Explaining Predictions of Graph Convolutional Networks

1 code implementation4 Jul 2018 Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba, Hisashi Kashima

A possible approach to answer this question is to visualize evidence substructures responsible for the predictions.

Property Prediction

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