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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
Estimating predictive uncertainty for rumour verification modelsCode1
No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet DetectionCode1
Claim Check-Worthiness Detection as Positive Unlabelled LearningCode1
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation NetworksCode1
The Surprising Performance of Simple Baselines for Misinformation DetectionCode1
Adversary-Aware Rumor DetectionCode1
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text ClassificationCode1
Learning Reporting Dynamics during Breaking News for Rumour Detection in Social MediaCode1
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen DomainsCode1
Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTMCode0
Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksCode0
A War Beyond Deepfake: Benchmarking Facial Counterfeits and CountermeasuresCode0
Stance Classification for Rumour Analysis in Twitter: Exploiting Affective Information and Conversation StructureCode0
Rumour Evaluation with Very Large Language ModelsCode0
BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional TransformersCode0
MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related MicroblogsCode0
Back to the Future -- Sequential Alignment of Text RepresentationsCode0
Joint Rumour Stance and Veracity PredictionCode0
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive LearningCode0
Danish Stance Classification and Rumour ResolutionCode0
CLEARumor at SemEval-2019 Task 7: ConvoLving ELMo Against RumorsCode0
CMA-R:Causal Mediation Analysis for Explaining Rumour DetectionCode0
Verifying the Robustness of Automatic Credibility AssessmentCode0
Assessing the Reasoning Abilities of ChatGPT in the Context of Claim Verification—0
A Speech Act Classifier for Persian Texts and its Application in Identifying Rumors—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