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Gengyu Wang

4 accepted papers

2023

Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence

ACL 2023findings

We present a new fact-checking benchmark, Check-COVID, that requires systems to verify claims about COVID-19 from news using evidence from scientific articles. This approach to fact-checking is particularly challenging as it requires checking internet text written in everyday language against eviden…

2023

IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models

EMNLP 2023long findings

The field of vision-and-language (VL) understanding has made unprecedented progress with end-to-end large pre-trained VL models (VLMs). However, they still fall short in zero-shot reasoning tasks that require multi-step inferencing. To achieve this goal, previous works resort to a divide-and-conquer…

Cited by 0SourcecodeScholar
2022

Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants

EMNLP 2022industry

Out of Scope (OOS) detection in Conversational AI solutions enables a chatbot to handle a conversation gracefully when it is unable to make sense of the end-user query. Accurately tagging a query as out-of-domain is particularly hard in scenarios when the chatbot is not equipped to handle a topic wh…