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 151–200 of 343 papers

TitleStatusHype
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging—0
Syntopical Graphs for Computational Argumentation Tasks—0
Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network—0
TakeLab at SemEval-2016 Task 6: Stance Classification in Tweets Using a Genetic Algorithm Based Ensemble—0
Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection—0
Target-Aware Data Augmentation for Stance Detection—0
Inducing Political Bias Allows Language Models Anticipate Partisan Reactions to Controversies—0
USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders—0
INF-UFRGS-OPINION-MINING at SemEval-2016 Task 6: Automatic Generation of a Training Corpus for Unsupervised Identification of Stance in Tweets—0
A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs—0
Innovators@SMM4H’22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets—0
Integrating Stance Detection and Fact Checking in a Unified Corpus—0
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection—0
Intermediate-Task Transfer Learning: Leveraging Sarcasm Detection for Stance Detection—0
Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media—0
Using Convolution Neural Network with BERT for Stance Detection in Vietnamese—0
A Logically Consistent Chain-of-Thought Approach for Stance Detection—0
Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study—0
Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction Study—0
IUCL at SemEval-2016 Task 6: An Ensemble Model for Stance Detection in Twitter—0
UWaterloo at SemEval-2017 Task 8: Detecting Stance towards Rumours with Topic Independent Features—0
Jean-Luc Picard at Touché 2023: Comparing Image Generation, Stance Detection and Feature Matching for Image Retrieval for Arguments—0
結合LDA與SVM之社群使用者立場檢測(Stance Detection of Social Network Users by combining Latent Dirichlet Allocation and Support Vector Machine)—0
基于主题提示学习的零样本立场检测方法(A Topic-based Prompt Learning Method for Zero-Shot Stance Detection)—0
“A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media—0
Joint Named Entity Recognition and Stance Detection in Tweets—0
Joker at SemEval-2018 Task 12: The Argument Reasoning Comprehension with Neural Attention—0
Journalism-Guided Agentic In-Context Learning for News Stance Detection—0
JU\_NLP at SemEval-2016 Task 6: Detecting Stance in Tweets using Support Vector Machines—0
A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets—0
Knowledge-enhanced Prompt-tuning for Stance Detection—0
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection—0
Language Models Learn Metadata: Political Stance Detection Case Study—0
Large Language Models Meet Stance Detection: A Survey of Tasks, Methods, Applications, Challenges and Future Directions—0
Learning Sentence Representations over Tree Structures for Target-Dependent Classification—0
The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification—0
The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions—0
Leveraging Users' Social Network Embeddings for Fake News Detection on Twitter—0
Limited Effectiveness of LLM-based Data Augmentation for COVID-19 Misinformation Stance Detection—0
A Hierarchical Decomposable Attention Model for News Stance Detection—0
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information—0
LLMs are Introvert—0
ltl.uni-due at SemEval-2016 Task 6: Stance Detection in Social Media Using Stacked Classifiers—0
mattica@SMM4H’22: Leveraging sentiment for stance & premise joint learning—0
Measuring What Counts: The case of Rumour Stance Classification—0
The use of the word "\gammapsionναιappaοappaτονια" (femicide) in Greek-speaking Twitter—0
Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity—0
Migration Reframed? A multilingual analysis on the stance shift in Europe during the Ukrainian crisis—0
Tohoku at SemEval-2016 Task 6: Feature-based Model versus Convolutional Neural Network for Stance Detection—0
Topical Stance Detection for Twitter: A Two-Phase LSTM Model Using Attention—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