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 226–250 of 343 papers

TitleStatusHype
Stance Detection in COVID-19 Tweets—0
Stance Detection in Facebook Posts of a German Right-wing Party—0
Stance Detection in Fake News A Combined Feature Representation—0
Stance Detection in German News Articles—0
Stance detection in online discussions—0
Stance Detection in Turkish Tweets—0
Stance Detection on Social Media: State of the Art and Trends—0
Stance Detection on Social Media with Fine-Tuned Large Language Models—0
Stance Detection on Tweets: An SVM-based Approach—0
Stance Detection with BERT Embeddings for Credibility Analysis of Information on Social Media—0
C-MTCSD: A Chinese Multi-Turn Conversational Stance Detection Dataset—0
Stance Detection with Hierarchical Attention Network—0
Stance-Driven Multimodal Controlled Statement Generation: New Dataset and Task—0
Collaborative Knowledge Infusion for Low-resource Stance Detection—0
Stance-In-Depth Deep Neural Approach to Stance Classification—0
Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus.—0
Combining Machine Learning with Knowledge Engineering to detect Fake News in Social Networks-a survey—0
A Few Topical Tweets are Enough for Effective User-Level Stance Detection—0
Stance Quantification: Definition of the Problem—0
Computational Analysis of Political Texts: Bridging Research Efforts Across Communities—0
StEduCov: An Explored and Benchmarked Dataset on Stance Detection in Tweets towards Online Education during COVID-19 Pandemic—0
Contrastive Language Adaptation for Cross-Lingual Stance Detection—0
CoSD: Collaborative Stance Detection with Contrastive Heterogeneous Topic Graph Learning—0
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus.—0
Syntopical Graphs for Computational Argumentation Tasks—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