Search Results for author: Junchao Wu

Found 3 papers, 2 papers with code

Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore

no code implementations7 May 2024 Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang

The efficacy of an large language model (LLM) generated text detector depends substantially on the availability of sizable training data.

Language Modelling Large Language Model +2

A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

1 code implementation23 Oct 2023 Junchao Wu, Shu Yang, Runzhe Zhan, Yulin Yuan, Derek F. Wong, Lidia S. Chao

In this survey, we collate recent research breakthroughs in this area and underscore the pressing need to bolster detector research.

LLM-generated Text Detection Text Detection

Human-in-the-loop Machine Translation with Large Language Model

1 code implementation13 Oct 2023 Xinyi Yang, Runzhe Zhan, Derek F. Wong, Junchao Wu, Lidia S. Chao

The large language model (LLM) has garnered significant attention due to its in-context learning mechanisms and emergent capabilities.

In-Context Learning Language Modelling +5

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