Search Results for author: Hongda Sun

Found 4 papers, 3 papers with code

Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference

1 code implementation22 Dec 2023 Hongda Sun, Hongzhan Lin, Rui Yan

Furthermore, we propose to generate medical reports to add textual descriptions for each medical event, providing broader applications for synthesized EHR data.

Common Sense Reasoning

From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models

1 code implementation28 Oct 2023 Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan

To address these challenges, we propose DetermLR, a novel reasoning framework that formulates the reasoning process as a transformational journey from indeterminate premises to determinate ones.

Logical Reasoning

Stylized Dialogue Generation with Multi-Pass Dual Learning

1 code implementation NeurIPS 2021 Jinpeng Li, Yingce Xia, Rui Yan, Hongda Sun, Dongyan Zhao, Tie-Yan Liu

Considering there is no parallel data between the contexts and the responses of target style S1, existing works mainly use back translation to generate stylized synthetic data for training, where the data about context, target style S1 and an intermediate style S0 is used.

Dialogue Generation

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