Search Results for author: Sungsoo Park

Found 4 papers, 2 papers with code

Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks

1 code implementation11 Jun 2023 Sugyeong Eo, Hyeonseok Moon, Jinsung Kim, Yuna Hur, Jeongwook Kim, Songeun Lee, Changwoo Chun, Sungsoo Park, Heuiseok Lim

In this paper, we propose a QAG framework that enhances QA type diversity by producing different interrogative sentences and implicit/explicit answers.

Diversity

Solving Bilevel Knapsack Problem using Graph Neural Networks

no code implementations24 Nov 2022 Sunhyeon Kwon, Hwayong Choi, Sungsoo Park

The Bilevel Optimization Problem is a hierarchical optimization problem with two agents, a leader and a follower.

Bilevel Optimization

Controlled Molecule Generator for Optimizing Multiple Chemical Properties

1 code implementation26 Oct 2020 Bonggun Shin, Sungsoo Park, JinYeong Bak, Joyce C. Ho

Generating a novel and optimized molecule with desired chemical properties is an essential part of the drug discovery process.

Drug Discovery Property Prediction +1

Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction

no code implementations15 Aug 2019 Bonggun Shin, Sungsoo Park, Keunsoo Kang, Joyce C. Ho

Predicting drug-target interactions (DTI) is an essential part of the drug discovery process, which is an expensive process in terms of time and cost.

Drug Discovery

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