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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 76–98 of 98 papers

TitleStatusHype
Rumour Detection via News Propagation Dynamics and User Representation Learning—0
What goes on inside rumour and non-rumour tweets and their reactions: A Psycholinguistic Analyses—0
A Deep Content-Based Model for Persian Rumor Verification—0
A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures—0
“A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media—0
All-in-one: Multi-task Learning for Rumour Verification—0
A Model to Measure the Spread Power of Rumors—0
An Analytical Emotion Framework of Rumour Threads on Social Media—0
AndrejJan at SemEval-2019 Task 7: A Fusion Approach for Exploring the Key Factors pertaining to Rumour Analysis—0
An Emotion-Aware Multi-Task Approach to Fake News and Rumour Detection using Transfer Learning—0
An Extensible Framework for Verification of Numerical Claims—0
A semi-supervised approach to message stance classification—0
A semi-supervised model for Persian rumor verification based on content information—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
A Survey on Stance Detection for Mis- and Disinformation Identification—0
A Survey on Stance Detection for Mis- and Disinformation Identification—0
Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models—0
Automatic and Manual Web Annotations in an Infrastructure to handle Fake News and other Online Media Phenomena—0
BERT based classification system for detecting rumours on Twitter—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
Can Rumour Stance Alone Predict Veracity?—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