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

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Showing 51–100 of 343 papers

TitleStatusHype
Few-shot Learning for Cross-Target Stance Detection by Aggregating Multimodal Embeddings—0
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing Agents—0
Building Chinese Affective Resources in Valence-Arousal Dimensions—0
Can ChatGPT Reproduce Human-Generated Labels? A Study of Social Computing Tasks—0
Can Large Language Models Address Open-Target Stance Detection?—0
Can we trust the evaluation on ChatGPT?—0
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best-Worst Scaling—0
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best--Worst Scaling—0
Capturing Stance Dynamics in Social Media: Open Challenges and Research Directions—0
Examining Temporalities on Stance Detection towards COVID-19 Vaccination—0
Catch Me If You Can: Deceiving Stance Detection and Geotagging Models to Protect Privacy of Individuals on Twitter—0
Few-Shot Stance Detection via Target-Aware Prompt Distillation—0
A Weakly-Supervised Attention-based Visualization Tool for Assessing Political Affiliation—0
Exploiting stance hierarchies for cost-sensitive stance detection of Web documents—0
Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News—0
DeInStance: Creating and Evaluating a German Corpus for Fine-Grained Inferred Stance Detection—0
A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs—0
Evolving Domain Adaptation of Pretrained Language Models for Text Classification—0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy—0
Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing—0
Enhancing Stance Classification on Social Media Using Quantified Moral Foundations—0
Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation—0
“A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media—0
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge—0
Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge Graph—0
Exploring Vision Language Models for Multimodal and Multilingual Stance Detection—0
Cross-target Stance Detection by Exploiting Target Analytical Perspectives—0
Cross-Target Stance Detection: A Survey of Techniques, Datasets, and Challenges—0
A Survey on Stance Detection for Mis- and Disinformation Identification—0
CU-GWU Perspective at SemEval-2016 Task 6: Ideological Stance Detection in Informal Text—0
A Token Level Multi-target Stance Detection Dataset—0
Dave the debater: a retrieval-based and generative argumentative dialogue agent—0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
A Unified Feature Representation for Lexical Connotations—0
A Logically Consistent Chain-of-Thought Approach for Stance Detection—0
Deep Ensemble Learning for News Stance Detection—0
Cross-lingual Flames Detection in News Discussions—0
Automatic detection of stance towards vaccination in online discussion forums—0
Automatic Stance Detection Using End-to-End Memory Networks—0
Adversarial Domain Adaptation for Stance Detection—0
A Survey on Stance Detection for Mis- and Disinformation Identification—0
Detecting Stance in Tweets And Analyzing its Interaction with Sentiment—0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection—0
A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets—0
DIVERSE: A Dataset of YouTube Video Comment Stances with a Data Programming Model—0
Do Dependency Relations Help in the Task of Stance Detection?—0
DoubleH: Twitter User Stance Detection via Bipartite Graph Neural Networks—0
dzStance at StanceEval2024: Arabic Stance Detection based on Sentence Transformers—0
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