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Suwon Shin

2 accepted papers

2021

Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images

ACL 2021short

In multi-modal dialogue systems, it is important to allow the use of images as part of a multi-turn conversation. Training such dialogue systems generally requires a large-scale dataset consisting of multi-turn dialogues that involve images, but such datasets rarely exist. In response, this paper pr…

2021

Leveraging Order-Free Tag Relations for Context-Aware Recommendation

EMNLP 2021main

Tag recommendation relies on either a ranking function for top-k tags or an autoregressive generation method. However, the previous methods neglect one of two seemingly conflicting yet desirable characteristics of a tag set: orderlessness and inter-dependency. While the ranking approach fails to add…

Cited by 1SourcePDFScholar