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Build neural network models to identify and correct news headlines exaggerating obesity-related scientific findings Cover

Build neural network models to identify and correct news headlines exaggerating obesity-related scientific findings

Open Access
|Aug 2023

Figures & Tables

ROUGE scores of the baseline and the three fine-tuned generative language models_

Modelrouge1rouge2rougeLrougeLsum
Baseline0.3110.1130.2530.253
BART0.4470.2210.4020.402
PEGASUS0.3370.1450.2760.276
T50.4030.1880.3600.360
DOI: https://doi.org/10.2478/jdis-2023-0014 | Journal eISSN: 2543-683X | Journal ISSN: 2096-157X
Language: English
Page range: 88 - 97
Submitted on: Feb 10, 2023
Accepted on: May 27, 2023
Published on: Aug 25, 2023
Published by: Chinese Academy of Sciences, National Science Library
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Ruopeng An, Quinlan Batcheller, Junjie Wang, Yuyi Yang, published by Chinese Academy of Sciences, National Science Library
This work is licensed under the Creative Commons Attribution 4.0 License.