Early rumor detection using neural Hawkes process with a new benchmark dataset

• Main Authors: ZENG, Fengzhu, GAO, Wei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Databases and Information Systems; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/sis_research/7604; https://ink.library.smu.edu.sg/context/sis_research/article/8607/viewcontent/2022.naacl_main.302.pdf
• Institution: Singapore Management University

Little attention has been paid on EArly Rumor Detection (EARD), and EARD performance was evaluated inappropriately on a few datasets where the actual early-stage information is largely missing. To reverse such situation, we construct BEARD, a new Benchmark dataset for EARD, based on claims from fact...