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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 98 papers

TitleStatusHype
Claim Check-Worthiness Detection as Positive Unlabelled LearningCode1
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text ClassificationCode1
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen DomainsCode1
Learning Reporting Dynamics during Breaking News for Rumour Detection in Social MediaCode1
Adversary-Aware Rumor DetectionCode1
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation NetworksCode1
Estimating predictive uncertainty for rumour verification modelsCode1
No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet DetectionCode1
The Surprising Performance of Simple Baselines for Misinformation DetectionCode1
A Model to Measure the Spread Power of Rumors—0
A semi-supervised model for Persian rumor verification based on content information—0
Rumour Detection via News Propagation Dynamics and User Representation Learning—0
A Speech Act Classifier for Persian Texts and its Application in Identifying Rumors—0
Assessing the Reasoning Abilities of ChatGPT in the Context of Claim Verification—0
Classifying Tweet Level Judgements of Rumours in Social Media—0
CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter—0
An Extensible Framework for Verification of Numerical Claims—0
BERT based classification system for detecting rumours on Twitter—0
An Emotion-Aware Multi-Task Approach to Fake News and Rumour Detection using Transfer Learning—0
“A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media—0
Bi-Directional Recurrent Neural Ordinary Differential Equations for Social Media Text Classification—0
BLCU\_NLP at SemEval-2019 Task 7: An Inference Chain-based GPT Model for Rumour Evaluation—0
A semi-supervised approach to message stance classification—0
All-in-one: Multi-task Learning for Rumour Verification—0
A Deep Content-Based Model for Persian Rumor Verification—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