It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits

6 February 2023

Papers citing "It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits"

14 / 14 papers shown

Title
Fine-Tuned LLMs are "Time Capsules" for Tracking Societal Bias Through Books Sangmitra Madhusudan Robert D Morabito Skye Reid Nikta Gohari Sadr Ali Emami 61 0 0 07 Feb 2025
From a Tiny Slip to a Giant Leap: An LLM-Based Simulation for Fake News Evolution Yuhan Liu Zirui Song Xiaoqing Zhang Xiuying Chen Rui Yan 26 10 0 24 Oct 2024
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research Yida Mu Mali Jin Xingyi Song Nikolaos Aletras 33 0 0 04 Oct 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 53 4 0 23 May 2024
EUROPA: A Legal Multilingual Keyphrase Generation Dataset Olivier Salaün Frédéric Piedboeuf G. L. Berre David Alfonso-Hermelo Philippe Langlais AILaw 31 1 0 01 Mar 2024
Exploiting User Comments for Early Detection of Fake News Prior to Users' Commenting Qiong Nan Qiang Sheng Juan Cao Yongchun Zhu Danding Wang Guang Yang Jintao Li Kai Shu 41 8 0 16 Oct 2023
Examining Temporal Bias in Abusive Language Detection Mali Jin Yida Mu Diana Maynard Kalina Bontcheva 34 5 0 25 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 31 81 0 21 Sep 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 30 3 0 20 Sep 2023
Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks Danae Sánchez Villegas Daniel Preoctiuc-Pietro Nikolaos Aletras 36 2 0 14 Sep 2023
Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yongchun Zhu Danding Wang Zhengjia Wang Zhiwei Jin 24 22 0 26 Jun 2023
Examining Temporalities on Stance Detection towards COVID-19 Vaccination Yida Mu Mali Jin Kalina Bontcheva Xingyi Song 38 2 0 10 Apr 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views Katerina Margatina Shuai Wang Yogarshi Vyas Neha Ann John Yassine Benajiba Miguel Ballesteros 17 15 0 23 Feb 2023
Combating Online Misinformation Videos: Characterization, Detection, and Future Directions Yuyan Bu Qiang Sheng Juan Cao Peng Qi Danding Wang Jintao Li 30 13 0 07 Feb 2023