SOTAVerified

Stance Detection

Stance detection is the extraction of a subject's reaction to a claim made by a primary actor. It is a core part of a set of approaches to fake news assessment.

Example:

  • Source: "Apples are the most delicious fruit in existence"
  • Reply: "Obviously not, because that is a reuben from Katz's"
  • Stance: deny

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 343 papers

TitleStatusHype
MMCoVaR: Multimodal COVID-19 Vaccine Focused Data Repository for Fake News Detection and a Baseline Architecture for Classification—0
Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information—0
Capturing Stance Dynamics in Social Media: Open Challenges and Research Directions—0
DeInStance: Creating and Evaluating a German Corpus for Fine-Grained Inferred Stance Detection—0
Towards Explainable Fact Checking—0
Legislator Representation Learning with Social Context and Expert KnowledgeCode0
Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge Graph—0
Stance Detection in COVID-19 Tweets—0
Syntopical Graphs for Computational Argumentation Tasks—0
Political Ideology and Polarization of Policy Positions: A Multi-dimensional ApproachCode0
Topic-independent Detection of Dissonance in Short Stance Text—0
Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter OpinionsCode0
tWT--WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of TweetsCode0
Target-Aware Data Augmentation for Stance Detection—0
Stance Detection with BERT Embeddings for Credibility Analysis of Information on Social Media—0
AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact CheckingCode0
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus.—0
Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus.—0
A Few Topical Tweets are Enough for Effective User Stance Detection—0
University of Copenhagen Participation in TREC Health Misinformation Track 2020—0
Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance Detection—0
A Survey on Stance Detection for Mis- and Disinformation Identification—0
Semi-automatic Generation of Multilingual Datasets for Stance Detection in Twitter—0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
COVIDLies: Detecting COVID-19 Misinformation on Social Media—0
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All datasetsMGTABRumourEvalFNC-1ARC (AI2 Reasoning Challenge)argminDhoroniemergentiac1ibmcsmtsdPerspectrumpoldeb

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RGTAcc87.8—Unverified
2Simple-HGNAcc85.3—Unverified
3GCNAcc82.4—Unverified
4GATAcc82.2—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF166.58—Unverified
2Kochkina et al. 2017Accuracy0.78—Unverified
3Bahuleyan and Vechtomova 2017Accuracy0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF183.17—Unverified
2Transition MatrixF177.76—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF164.82—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF162.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BanglaBERT-DhoroniAccuracy0.64—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF182.1—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF156.97—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF188.06—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF163.96—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF183.11—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF152.76—Unverified
#ModelMetricClaimedVerifiedStatus
1COLA+GPT3.5Average F183.4—Unverified
#ModelMetricClaimedVerifiedStatus
1BoostingF10.87—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF164.71—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF158.72—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF178.61—Unverified
#ModelMetricClaimedVerifiedStatus
1BERTAverage F166—Unverified
#ModelMetricClaimedVerifiedStatus
1MUSE + UMAP (Unsupervised)Avg F10.86—Unverified
#ModelMetricClaimedVerifiedStatus
1MUSE + UMAP (Unsupervised)Avg F10.84—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF157.47—Unverified
#ModelMetricClaimedVerifiedStatus
1TESTEDF170.98—Unverified