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 201–250 of 343 papers

TitleStatusHype
Quantifying Qualitative Data for Understanding Controversial Issues—0
Reasoner Outperforms: Generative Stance Detection with Rationalization for Social Media—0
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models—0
Relational Embeddings for Language Independent Stance Detection—0
Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection—0
Rethinking stance detection: A theoretically-informed research agenda for user-level inference using language models—0
RuArg-2022: Argument Mining Evaluation—0
Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task Learning—0
Sarcasm Detection as a Catalyst: Improving Stance Detection with Cross-Target Capabilities—0
Scope of Large Language Models for Mining Emerging Opinions in Online Health Discourse—0
SemEval-2016 Task 6: Detecting Stance in Tweets—0
SemEval-2016 Task 7: Determining Sentiment Intensity of English and Arabic Phrases—0
Semi-automatic Generation of Multilingual Datasets for Stance Detection in Twitter—0
Clarifying Misconceptions in COVID-19 Vaccine Sentiment and Stance Analysis and Their Implications for Vaccine Hesitancy Mitigation: A Systematic Review—0
Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization—0
Sentiment Analysis of Code-Mixed Indian Languages: An Overview of SAIL_Code-Mixed Shared Task @ICON-2017—0
SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19—0
SocialPET: Socially Informed Pattern Exploiting Training for Few-Shot Stance Detection in Social Media—0
SQBC: Active Learning using LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions—0
SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection—0
C-MTCSD: A Chinese Multi-Turn Conversational Stance Detection Dataset—0
Stance and Sentiment in Tweets—0
Robust Stance Detection: Understanding Public Perceptions in Social Media—0
Stance Detection and Open Research Avenues—0
Stance Detection in Code-Mixed Hindi-English Social Media Data using Multi-Task Learning—0
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
Collaborative Knowledge Infusion for Low-resource Stance Detection—0
Stance Detection with Hierarchical Attention Network—0
Stance-Driven Multimodal Controlled Statement Generation: New Dataset and Task—0
A Few Topical Tweets are Enough for Effective User-Level Stance Detection—0
Stance-In-Depth Deep Neural Approach to Stance Classification—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 Stance Detection—0
Computational Analysis of Political Texts: Bridging Research Efforts Across Communities—0
Stance Quantification: Definition of the Problem—0
Contrastive Language Adaptation for Cross-Lingual Stance Detection—0
StEduCov: An Explored and Benchmarked Dataset on Stance Detection in Tweets towards Online Education during COVID-19 Pandemic—0
CoSD: Collaborative Stance Detection with Contrastive Heterogeneous Topic Graph Learning—0
COVIDLies: Detecting COVID-19 Misinformation on Social Media—0
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus.—0
Zero-Shot Stance Detection using Contextual Data Generation with LLMsCode0
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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