Search Results for author: Seungyeon Lee

Found 4 papers, 2 papers with code

Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation

no code implementations COLING 2022 Seungyeon Lee, Minho Lee

Multi-hop question generation (QG) is the process of generating answer related questions, which requires aggregating multiple pieces of information and reasoning from different parts of the texts.

Answer Generation Logical Reasoning +5

SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification

1 code implementation22 Jan 2024 Seungyeon Lee, Ruoqi Liu, wenyu song, Lang Li, Ping Zhang

Precise estimation of treatment effects is crucial for evaluating intervention effectiveness.

counterfactual

Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging

1 code implementation6 Dec 2023 Seungyeon Lee, Thai-Hoang Pham, Zhao Cheng, Ping Zhang

We conducted a comprehensive empirical study to demonstrate the superiority of DREAM, including sleep stage prediction experiments, a case study, the usage of unlabeled data, and uncertainty.

EEG Representation Learning +2

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