SOTAVerified

Rumour Detection

Rumor detection is the task of identifying rumors, i.e. statements whose veracity is not quickly or ever confirmed, in utterances on social media platforms.

Papers

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Showing 26–50 of 98 papers

TitleStatusHype
PESTO: A Post-User Fusion Network for Rumour Detection on Social Media—0
Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management—0
What goes on inside rumour and non-rumour tweets and their reactions: A Psycholinguistic Analyses—0
Rumour Detection via Zero-shot Cross-lingual Transfer Learning—0
Studying Fake News Spreading, Polarisation Dynamics, and Manipulation by Bots: a Tale of Networks and Language—0
BERT based classification system for detecting rumours on Twitter—0
Adversary-Aware Rumor DetectionCode1
CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter—0
The Surprising Performance of Simple Baselines for Misinformation DetectionCode1
A Survey on Stance Detection for Mis- and Disinformation Identification—0
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen DomainsCode1
COVID-19 Misinformation on Twitter: Multilingual Analysis—0
Revisiting Rumour Stance Classification: Dealing with Imbalanced Data—0
A Deep Content-Based Model for Persian Rumor Verification—0
A semi-supervised model for Persian rumor verification based on content information—0
“A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media—0
No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet DetectionCode1
Measuring What Counts: The case of Rumour Stance Classification—0
QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions—0
Fine-Tune Longformer for Jointly Predicting Rumor Stance and Veracity—0
COVID-19 and Arabic Twitter: How can Arab World Governments and Public Health Organizations Learn from Social Media?—0
Estimating predictive uncertainty for rumour verification modelsCode1
Claim Check-Worthiness Detection as Positive Unlabelled LearningCode1
A Model to Measure the Spread Power of Rumors—0
The Rumour Mill: Making the Spread of Misinformation Explicit and Tangible—0
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All datasetsSepehr_RumTel011

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ParsBERT+PCapsNet +SA+Title+ AuxiliaryF-Measure0.95—Unverified
2BERT-SAWSF-Measure0.93—Unverified
3Jahanbakhsh-Nagadeh et al.F-Measure0.83—Unverified
4Common context features + Four SA classesF-Measure0.79—Unverified
#ModelMetricClaimedVerifiedStatus
1CMA_R0..5sec1—Unverified