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Nyoungwoo Lee

2 accepted papers

2022

Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task

EMNLP 2022main

In retrieval-based dialogue systems, a response selection model acts as a ranker to select the most appropriate response among several candidates. However, such selection models tend to rely on context-response content similarity, which makes models vulnerable to adversarial responses that are seman…

Cited by 6SourcePDFScholar
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…