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Chang-Sheng Kao

2 accepted papers

2024

Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models

ACL 2024findings

For dialogue systems, the utilization of multimodal dialogue responses, as opposed to relying solely on text-only responses, offers the capability to describe different concepts through various modalities. This enhances the effectiveness of communication and elevates the overall conversational exper…

2022

Environment Diversification with Multi-head Neural Network for Invariant Learning

NeurIPS 2022accept

Neural networks are often trained with empirical risk minimization; however, it has been shown that a shift between training and testing distributions can cause unpredictable performance degradation. On this issue, a research direction, invariant learning, has been proposed to extract causal feature…

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