Papers Satire Detection
“Satire Detection” 태그가 달린 논문 13편 · 필터 해제
SaRoHead: A Dataset for Satire Detection in Romanian Multi-Domain News Headlines
The headline is an important part of a news article, influenced by expressiveness and connection to the exposed subject. Although most news outlets aim to present reality objectively, some publications prefer a humorous …
Satire DetectionMuSaRoNews: A Multidomain, Multimodal Satire Dataset from Romanian News Articles
Satire and fake news can both contribute to the spread of false information, even though both have different purposes (one if for amusement, the other is to misinform). However, it is not enough to rely purely on text to…
ArticlesSatire DetectionMake Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs
Satire detection is essential for accurately extracting opinions from textual data and combating misinformation online. However, the lack of diverse corpora for satire leads to the problem of stylistic bias which impacts…
MisinformationSatire DetectionComparison of Multilingual and Bilingual Models for Satirical News Detection of Arabic and English
Satirical news is real news combined with a humorous comment or exaggerated content, and it often mimics the format and style of real news. However, satirical news is often misunderstood as misinformation, especially by …
MisinformationSatire DetectionAdversarial Capsule Networks for Romanian Satire Detection and Sentiment Analysis
Satire detection and sentiment analysis are intensively explored natural language processing (NLP) tasks that study the identification of the satirical tone from texts and extracting sentiments in relationship with their…
Satire DetectionSentiment AnalysisDataset of Fake News Detection and Fact Verification: A Survey
The rapid increase in fake news, which causes significant damage to society, triggers many fake news related studies, including the development of fake news detection and fact verification techniques. The resources for t…
Fact VerificationFake News DetectionSatire DetectionSurveySaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles
In this work, we introduce a corpus for satire detection in Romanian news. We gathered 55,608 public news articles from multiple real and satirical news sources, composing one of the largest corpora for satire detection …
ArticlesSatire DetectionFreSaDa: A French Satire Data Set for Cross-Domain Satire Detection
In this paper, we introduce FreSaDa, a French Satire Data Set, which is composed of 11,570 articles from the news domain. In order to avoid reporting unreasonably high accuracy rates due to the learning of characteristic…
ArticlesDomain AdaptationSatire DetectionUnsupervised Domain Adaptation+1A Multi-Modal Method for Satire Detection using Textual and Visual Cues
Satire is a form of humorous critique, but it is sometimes misinterpreted by readers as legitimate news, which can lead to harmful consequences. We observe that the images used in satirical news articles often contain ab…
ArticlesImage ForensicsImage ManipulationSatire DetectionAdversarial Training for Satire Detection: Controlling for Confounding Variables
The automatic detection of satire vs. regular news is relevant for downstream applications (for instance, knowledge base population) and to improve the understanding of linguistic characteristics of satire. Recent approa…
General ClassificationKnowledge Base PopulationSatire DetectionAttending Sentences to detect Satirical Fake News
Satirical news detection is important in order to prevent the spread of misinformation over the Internet. Existing approaches to capture news satire use machine learning models such as SVM and hierarchical neural network…
MisinformationSatire DetectionSentenceWord EmbeddingsStance-In-Depth Deep Neural Approach to Stance Classification
Understanding the user intention from text is a problem of growing interest. The social media like Twitter, Facebook etc. extract user intention to analyze the behaviour of a user which in turn is employed for bot recog…
ClassificationFake News DetectionGeneral ClassificationSatire Detection+2Understanding Satirical Articles Using Common-Sense
Automatic satire detection is a subtle text classification task, for machines and at times, even for humans. In this paper we argue that satire detection should be approached using common-sense inferences, rather than tr…
ArticlesClassificationCommon Sense ReasoningGeneral Classification+3