Jason S. Lucas
Jason S. Lucas
Home
Publications
Talks
News
Contact
CV
Light
Dark
Automatic
paper-conference
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation
This research project is a collaboration with Penn State and MIT Lincoln Lab. Our study demonstrates the dual capacity of LLMs for offensive misuse and defense detection against disinformation without requiring additional training.
Jason Lucas
,
Adaku Uchendu
,
Michiharu Yamashita
,
Jooyoung Lee
,
Shaurya Rohatgi
,
Dongwon Lee
PDF
Cite
Code
Dataset
Project
Slides
Video
Source Document
DOI
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark
This research from Penn State and KiNiT introduces MULTITuDE, a novel multilingual dataset for detecting machine-generated text. Comprised of over 74,000 authentic and artificially-generated texts in 11 languages from 8 models, MULTITuDE benchmarks text generation capabilities in non-English languages and multilingual detection performance. The dataset addresses current gaps in analyzing and systematically evaluating machine text generation and detection across multiple languages.
Dominik Macko
,
Robert Moro
,
Adaku Uchendu
,
Jason Lucas
,
Michiharu Yamashita
,
Matúš Pikuliak
,
Ivan Srba
,
Thai Le
,
Dongwon Lee
,
Jakub Simko
,
Maria Bielikova
PDF
Cite
Code
Dataset
Project
Slides
Video
Source Document
DOI
Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands
This paper is the first attempt to detect COVID-19 misinformation (in English, Spanish, and Haitian French) populated in the Caribbean regions, using the fact-checked claims in the US (in English).
Jason Lucas
,
Limeng Cui
,
Thai Lee
,
Dongwon Lee
PDF
Cite
Dataset
Project
Poster
Slides
Video
Source Document
Cite
×