Topics¶
Research themes, methods, and concepts.
866 pages in this section.
- 2016 Election Misinformation
- 2016 Garimella Quantifying Controversy
- 2016 Ma Rumor Rnn
- 2016 U.S. election interference
- 2018 Ma Fakenewsnet
- 2018 Vosoughi Spread False Claims
- 2019 Raffel T5 Transfer Learning
- 2020 Ribeiro Radicalization Youtube
- 2022 Wang Detecting Propaganda
- 3D Reconstruction
- Abstractive Summarization
- Abusive language detection
- Accuracy
- Addiction
- Adversarial attacks on machine learning
- Adversarial Attacks on Misinformation Detection
- Adversarial Examples
- Adversarial learning for fake news detection
- Adversarial Machine Learning
- Adversarial Machine Learning
- Adversarial Misinformation
- Adversarial robustness
- Adversarial Robustness QA
- Adversarial testing
- Adversarial training
- Agent-Based Modeling
- Agent-Based Models
- AI Alignment
- AI Generated Content Detection
- AI Generated Misinformation
- AI Governance
- AI governance and compliance
- AI in Education
- AI Safety
- AI Safety
- AI Security
- AI-Assisted Claims
- AI-based Credibility Assessment
- AI-Generated Content
- AI-Generated Text Detection
- Algorithmic amplification
- Algorithmic bias in content systems
- Algorithmic Transparency
- Algorithms Platform Governance
- Alignment
- ALT Right
- Annotation bias
- Annotation Dataset
- Annotation Methodology
- Annotator Demographics
- Artificial Intelligence
- Astroturf
- Astroturfing
- Attention
- Attention mechanisms in NLP
- Attention Mechanisms NLP
- Audience analysis and measurement
- Audio Deepfakes
- Author Profiling
- Authorship Analysis
- Automated Fact Checking
- Backfire effects and hostile media perception
- Bail Affective Polarization Echo Chambers
- Bail Exposure Opposing Views
- Baly Predicting Factuality
- Barabasi Albert 1999
- Barsela Cross Platform Misinformation
- Bayesian Inference
- Behavioral Dynamics
- Behavioral Economics
- Behavioral Intervention
- Behavioral Nudges
- Belief formation and epistemology
- Belief Functions
- Belief In Misinformation
- Belz Comparing Automatic
- Benchmark datasets and evaluations
- Benchmarking
- BERT and transformer embeddings
- BERT Embeddings
- Bias and Fairness
- Bias detection
- Bias in Language Models
- Bias in language models
- Bias In ML
- Biological Signals
- Biometrics
- Bot detection
- Bot Networks
- Botometer
- Brady Moral Emotion Diffusion
- Cascade Analysis
- Cascade dynamics and prediction
- Cascade Models
- Cascade Prediction
- Castillo 2011 Credibility
- Causal Inference
- Center for an Informed Public
- Cheng 2014 Cascades Predicted
- Chinese Language Processing
- Cinelli Echo Chamber Social Media
- Citation Faithfulness
- Civic engagement
- Claim check-worthiness detection
- Claim Credibility Assessment
- Claim detection
- Claim Validation
- Claim Verification
- Classification
- Clickbait
- Climate change communication and misinformation
- Cognitive Biases
- Cognitive reasoning
- Cognitive Reflection
- Collective Behavior
- Collins 2001 Convolution Kernels
- Community Analysis
- Community Detection
- Community notes
- Complex Contagion
- Compression Artifacts
- Computational Argumentation
- Computational fact checking
- Computational Journalism
- Computational Linguistics
- Computational modeling
- Computational Propaganda
- Computational social science and large-scale text analysis
- Concept Drift
- Confirmation Bias
- Conformity bias and social pressure
- Confounding
- Conover Political Networks
- Conspiracy theories
- Content Analysis
- Content authentication
- Content moderation
- Content-based fake news detection
- Content-based features for misinformation detection
- Context Aware Rumour Detection
- Continual Learning
- Continued influence effect
- Contrastive learning for detection
- Controversy Detection
- Conversation Analysis
- Coordinated inauthentic behavior
- Copyright Issues
- Corporate influence on scientific discourse and policy
- Correction effectiveness
- Counter-Narratives
- COVID-19 Misinformation and Infodemic
- COVID-19 misinformation and the infodemic
- Creator Intent
- Credibility assessment for fake news detection
- Crisis Informatics
- Cross-domain generalization
- Cross-domain learning for fake news
- Cross-lingual detection and transfer learning
- Cross-lingual misinformation
- Cross-Platform Analysis
- Crowd-sourced fact-checking
- Crowdsourced Fact-Checking
- Crowdsourcing
- Crowdsourcing Data Quality
- Cyber Bullying Detection
- Cyberbullying
- Cyberbullying Detection
- Cybersecurity
- Data augmentation
- Data literacy
- Data Mining
- Data Poisoning
- Data Privacy
- Data Protection
- Data quality
- Data Quality Hate Speech
- Data science
- Data Sharing
- Data-to-Text Generation
- Dataset curation
- Dataset development and curation
- Dataset quality
- Datasets and Benchmarks
- Datasets and benchmarks
- Davidson 2017 Hate Speech
- De Cristofaro Lobo 2018
- De-skilling and automation
- Debunking and correction interventions
- Deception Detection
- Deep learning
- Deep learning approaches
- Deepfake Detection
- Deepfakes
- Deepwalk
- Dehumanization
- Demographic Bias
- Dempster-Shafer Theory
- Dense Retrieval
- Detection difficulty of AI-generated content
- Detection Evasion
- Detection Focused Approaches
- Dialogue Generation
- Differential Privacy
- Diffusion models
- Diffusion Networks
- Digital ecosystems
- Digital Governance
- Digital literacy
- Digital media forensics
- Digital Policy
- Digital public sphere and online deliberation
- Digital Rights
- Discourse Structure
- Disinformation
- Disinformation Campaigns
- Disinformation Detection
- Disinformation Generation
- Distributed Systems
- Divisive content
- Document Structure Learning
- Domain adaptation
- Dual-use technology
- Early detection of misinformation
- Eating Disorders and Pro-Eating Disorder Content
- Echo Chambers
- Echo Chambers Polarization
- Editorial autonomy
- Education
- Election coverage
- Election Integrity
- Election interference and information warfare
- Emergent Abilities
- Emergent events
- Emotion Recognition
- Emotional language in online discourse
- Engagement-based ranking
- Ensemble methods
- Epidemic Models
- Epidemic Processes
- Epidemiology
- Ethics in language models
- Evaluation Methodology
- Evaluation metrics for language models
- Event Detection
- Evidence
- Evidence Based Fact Verification
- Evidence Based Reasoning
- Evidence conflict in fact-checking
- Evidence Extraction
- Evidence Ranking
- Evidence Retrieval
- Evidence Synthesis
- Evidence-based fake news detection
- Explainability in misinformation detection
- Explainable AI
- Explainable fake news detection
- Explanation in fact-checking
- Extremism and radicalization
- Face Forensics
- Face Forgery Detection
- Face manipulation
- Face Recognition
- Face Reenactment
- Face synthesis
- Face tampering detection
- Facebook and disinformation
- Facebook Oversight Board
- Facial expressions
- Facial manipulation detection
- Fact Verification
- Fact Verification And Checking
- Fact-checking and corrections
- Fact-checking systems
- Factual Consistency
- Factuality assessment
- Factuality in large language models
- Factuality In NLP
- Fairness
- Fairness in NLP
- Fairness NLP
- Faithfulness NLG
- Fake Account Detection
- Fake accounts
- Fake content detection
- Fake news
- Fake news audience and consumption
- Fake news detection
- Fake news detection datasets and benchmarks
- Fake news detection methods
- Fake news identification
- Fake news prevalence
- Fake News Propagation Simulation
- Fake News Sharing Behavior
- Fake Reviews
- False information
- Far-right and white nationalist content online
- Feature engineering for fake news detection
- Fever Dataset
- Feverous
- Few-Shot Learning
- Field experiments
- Filter Bubbles
- Fine Tuning
- Fine-grained fake news classification
- Foreign Interference
- Forensics
- Formal methods for misinformation research
- Foundation Models
- Frame analysis
- Framing
- Framing bias
- Framing detection
- Fraud Detection
- Fundamental theories of fake news
- Gab
- Game Theory
- Gamification in media literacy and misinformation interventions
- GAN Detection
- GAN-Generated Video
- Gehrmann Challenges Detection
- Gehrmann Visually Grounded
- Generated text detection
- Generative Adversarial Networks
- Generative AI
- Generative AI Misuse
- Generative Engine Optimization
- Generative Model Detection
- Generative Models
- Generative search poisoning
- GNN Training
- Graells Garrido Intermediary Topics
- Graph Based Detection
- Graph Embedding
- Graph Neural Networks
- Graph Processing
- Graph Representation Learning
- Graph theory
- Graph-Based Methods
- Group anomaly detection
- Group behavior detection
- Gru Rnn
- Guardrail evaluation
- Hallucination Detection
- Hallucination In Language Models
- Hallucination in language models
- Hallucination Mitigation
- Hallucinations in language models
- Harmful content detection
- Hate speech detection
- Hate speech detection and moderation
- Health misinformation
- Heterogeneous Graph Neural Networks
- Hierarchical attention mechanisms
- Hierarchical propagation networks
- Hoaxes
- Hoaxy
- Homophily
- Hostile rhetoric
- Hover
- Howcroft Twenty Years
- Human Computer Interaction
- Human evaluation
- Human Memory
- Human-AI Interaction
- Humor Detection
- Hyperpartisan news detection
- Ideological bias
- Illusory-truth effect and fluency heuristics
- Image Caption Generation
- Image forensics
- Image manipulation
- Image splicing
- Image Verification
- Image-based misinformation
- Image-text relationships
- Implicit Bias
- In-Context Learning
- Influence Operations
- Influencers and their role in online discourse
- Infodemic
- Information Cascade
- Information Cascades
- Information Credibility
- Information Diets
- Information diffusion in social networks
- Information disorder
- Information ecosystems
- Information Extraction
- Information Fusion
- Information integrity
- Information literacy
- Information operations
- Information Retrieval
- Information retrieval attacks
- Information Retrieval Poisoning
- Information Spread
- Information Warfare
- Inoculation and prebunking
- Instruction Following
- Instruction Tuning
- Intent detection and classification
- Internet Culture Fringe Communities
- Internet Research Agency
- Interpretability
- Intersectionality
- Intersectionality Framework
- Intervention Strategies for Misinformation
- Inverse Scaling
- Irony Detection
- Jailbreaking
- Journalism and AI
- Journalism and professional practice
- Journalism Norms
- Junk News Detection
- Knowledge Augmentation
- Knowledge Base Completion
- Knowledge Editing
- Knowledge graphs
- Knowledge Grounding
- Knowledge Representation In Neural Networks
- Knowledge Retrieval
- Knowledge Transfer
- Knowledge-Intensive NLP
- Kwon 2017 Rumor Detection
- Label noise
- Label propagation
- Label quality
- Language Generation
- Language Model Alignment
- Language model truthfulness
- Language Models
- Large language model evaluation
- Large Language Models
- Latent Knowledge
- Learning With Noisy Labels
- Ledwich Zaitsev Algorithmic Amplification
- Liao Echo Chambers
- Liar Dataset
- Linguistic Analysis of Fake News
- Linguistic style detection
- Link Prediction
- Literacy interventions
- LLM Alignment
- LLM Hallucination
- LLM Robustness
- LLM Safety Alignment
- LLM Safety and Adversarial Robustness
- LLM Watermarking
- LLM-based detection and analysis
- LLM-based fact-checking
- LLM-generated content
- LLM-Generated Misinformation
- LLM-Generated Misinformation
- LLM-generated text detection
- Logical Fallacies
- Long-Context Language Models
- Low-Resource Language Processing
- LSTM Gating Signals
- Lukasik Stance Classification Hawkes
- Machine learning
- Machine Learning Feature Engineering
- Machine Learning Security
- Machine Translation
- Machine-generated text detection
- Mainstream media and misinformation
- Malicious intent in disinformation
- Manipulation Detection
- Mathematical Modeling
- Media Authentication
- Media bias
- Media bias detection
- Media characterization and landscape analysis
- Media consumption
- Media Forensics
- Media literacy
- Media manipulation
- Media profiling
- Medical NLP
- Membership Inference
- Meme culture and politics
- Message design and persuasion
- Meta-analysis and systematic reviews
- Meta-learning
- Methodology
- Micro-video misinformation
- Mishkin Dall E 2 Misuse
- Misinformation
- Misinformation amplification
- Misinformation and fake news detection
- Misinformation Attacks
- Misinformation campaigns
- Misinformation containment
- Misinformation Control
- Misinformation Detection Methods
- Misinformation diffusion and spread
- Misinformation Effect
- Misinformation in diaspora and immigrant communities
- Misinformation in retrieval-augmented generation
- Misinformation interventions
- Misinformation Interventions
- Misinformation interventions and responses
- Misinformation mechanisms
- Misinformation Propagation
- Misinformation spread and diffusion
- Misinformation Susceptibility
- Misuse
- Model Alignment
- Model calibration and confidence
- Model efficiency and compression
- Model Evaluation
- Model Interpretability
- Model Merging
- Model Reliability
- Model safety
- Model Security
- Moral judgment and ethics of sharing misinformation
- Moral psychology and moral discourse
- Morales Gianmarco
- Motivated reasoning
- Multi Hop Reasoning
- Multi Platform Analysis
- Multi Stakeholder Governance
- Multi-Agent Systems
- Multi-class classification
- Multi-document summarization
- Multi-objective optimization
- Multi-task learning
- Multilingual Analysis
- Multilingual Disinformation
- Multilingual Fact Checking
- Multilingual fake news detection
- Multilingual Misinformation
- Multilingual Models
- Multimedia Forensics
- Multimodal Analysis
- Multimodal Detection
- Multimodal fake news
- Multimodal fake news detection
- Multimodal fake news detection
- Multimodal Learning
- Multimodal Misinformation
- Multimodal Misinformation Detection
- Munger Phillips Recommendation Algorithm Bias
- Munson Presenting Diverse Political
- Myths
- Natural Language Generation
- Natural Language Inference
- Natural Language Processing
- Nela Gt 2021
- Nela2017
- Network analysis of misinformation
- Network Based Detection
- Network Based Misinformation Detection
- Network Dynamics
- Network Resilience
- Network science
- Networks
- Neural approaches to fake news detection
- Neural Language Model
- Neural language models
- Neural Machine Translation
- Neural Network Architectures
- Neural Network Transparency
- Neural networks
- Neural NLP
- Neural text generation
- Neural-symbolic AI
- News consumption patterns
- News credibility and source assessment
- News ecosystems and institutional change
- News Feed Algorithms
- News Source Quality
- News values and editorial judgment
- NLP
- NLP Benchmarks
- NLP evaluation
- NLP Interpretability
- NLP methods
- NLP Robustness
- Non English Content
- Non-Consensual Intimate Imagery
- Numeracy and quantitative reasoning
- Offensive AI
- Offensive language detection
- Online activism
- Online Harassment
- Online Manipulation
- Online regulation
- Online subcultures
- Opinion Dynamics
- Opinion Leaders Theory
- Opinion Manipulation
- Ordinal regression
- Ordinal Regression Foundation
- Out-of-context misinformation detection
- Partisanship
- Personality Susceptibility
- Personality Traits and Fake News Susceptibility
- Personalized NLP
- Persuasion
- Phrase Embeddings
- Physiological Forensics
- Pizzagate Analysis
- Platform algorithms and curation
- Platform Amplification
- Platform auditing and analysis
- Platform Design
- Platform governance
- Platform moderation
- Platform Policy
- Platform Responsibility
- Platform Safety
- Polarization
- Polarization and Echo Chambers
- Policy
- Policy and regulation
- Political bias in fake news detection
- Political Bubbles
- Political communication
- Political discourse
- Political extremism and radicalization
- Political Misinformation
- Political polarization and ideological echo chambers
- Political polarization and misinformation
- Political security
- Politifact Dataset
- Polization Twitter
- Positional Bias
- Post Processing Neural Text
- Pre-trained language models
- Prebunking and inoculation against misinformation
- Prediction-Powered Inference
- Presentation Attacks
- Privacy in AI systems
- Private social media
- Proactive Detection
- Probabilistic Graphical Models
- Probability-based detection
- Prompt Engineering
- Prompt injection
- Prompt Optimization
- Prompt-based methods
- Prompting
- Propaganda
- Propaganda And Framing
- Propaganda detection
- Propaganda Research
- Propaganda techniques
- Propagation
- Propagation Analysis
- Propagation Models
- Propagation-based fake news detection
- Pseudo-labeling
- Psychological Drivers Misinformation
- Psychological Mechanisms
- Psychological Theory
- Psychology of belief formation and reasoning
- Psychology of misinformation
- Publication Accountability
- Publisher Bias
- QAnon
- Quality assessment
- Question Answering Systems
- Radicalization pathways and mechanisms
- RAG Attacks
- Ranking algorithms
- Real-Time Detection
- Reasoning Language Models
- Recommendation algorithms and content discovery
- Recommendation systems
- Recommender systems
- Recurrent Neural Networks
- Recursive Neural Networks
- Red teaming
- Regression
- Regulation
- Reinforcement Learning
- Reinforcement Learning From Human Feedback
- Reinforcement Learning from Human Feedback
- Reinforcement Learning NLG
- Representation learning
- Responsible AI
- Retrieval-Augmented Generation
- Retrieval-Based Methods
- Rhetoric
- Rhetorical Structure Theory
- Risk communication
- RLHF
- RLHF Training
- Robust NLP Systems
- Robustness in language models
- Rubin 2015 Deception Detection
- Ruchansky Csi
- Rumor Amplification
- Rumor Cascade Models
- Rumor detection on social media
- Rumor Detection Temporal
- Rumor evolution and mutation
- Rumor propagation on social networks
- Rumor Verification
- Rumors
- Rumour detection
- Rumour Verification
- Rumour Verification Surveys
- Russian disinformation and state-sponsored information operations
- Safety
- Sarcasm Detection
- Satire detection
- Scalability
- Scale-free networks
- Scaling laws in language models
- Schramowski Stable Diffusion Filter
- Science Misinformation
- Scientific consensus communication
- Search engine manipulation
- Security in AI systems
- Selection Bias
- Selective Exposure
- Semantic Analysis
- Semantic Parsing
- Semantic Preservation
- Semantic search poisoning
- Semantic similarity and relatedness
- Semeval 2016 Task 6
- Semi Supervised Learning
- Sensationalism
- Sentiment Analysis
- Sequence Modeling
- Sequence To Sequence Models
- Shared tasks and benchmarks
- Shu Hierarchical Propagation
- Shu Social Context Trifn
- Small-world networks
- Snopes Dataset
- Social Bias
- Social Bot Detection
- Social bots
- Social Dimension Construction
- Social Influence
- Social learning and belief transmission
- Social Media Amplification
- Social Media Analysis
- Social media and misinformation
- Social Media Behavior
- Social media discourse
- Social media engagement
- Social media fact-checking and verification
- Social Media Harms
- Social media manipulation
- Social media polarization and echo chambers
- Social movements
- Social Network Security
- Social networks and online communities
- Social spambots
- Social tie formation
- Social-context-based fake news detection
- Source reliability
- Spatiotemporal information for misinformation detection
- Spectacle
- Spectacle Theory
- Spectral Analysis
- Speech-based fact verification
- Spiral of Silence
- Srivastava Beyond Imitation
- Stance classification
- Stance Detection
- State Sponsored Disinformation
- State-sponsored information operations
- Statistical Features
- Steganalysis
- Strategic communication
- Strategic Information Operations
- Student Learning
- Stylometry
- Substance Abuse and Drug Misinformation
- Summarization
- Survey and review papers
- Synthesis-Stage Attacks on LLMs
- Synthetic Content
- Synthetic media
- Synthetic Media Detection
- Synthetic Media Generation
- Synthetic Text Generation
- System dynamics
- Taxonomy and typology
- Teaching
- Technology Governance
- Telegram
- Temporal Analysis
- Temporal patterns
- Temporal Prediction
- Temporal Rumour Evolution
- Terminology and conceptual frameworks
- Text classification
- Text embeddings and word representations
- Text generation
- Text Only Fake News Approaches
- Text Representations
- Threat modeling
- Topic modeling
- Toxicity detection
- Transfer learning for fake news detection
- Transformer Architecture
- Transformer Based Detection
- Transformers
- Transnational Governance
- Transparency in Journalism
- Transparency in technology and media
- Tree structured neural networks
- Trust in institutions and communicators
- Trust in science and scientists
- Trustworthiness Language Models
- Trustworthiness of language models
- Trustworthy AI
- Truthfulness
- Twitter Analysis
- Twitter Dataset
- Twitter Datasets
- Twitter Security
- Typology
- Uncertainty estimation
- Uncertainty Quantification
- Uncertainty quantification
- User Attributes
- User behavior
- User Behavior Analysis
- User comments for fake news detection
- User Context
- User engagement patterns and fake news
- User interactions and engagement patterns
- User preferences
- User profiles for fake news detection
- User Propagation Based Detection
- User Susceptibility Characterization
- User Susceptibility to Fake News
- Vaccine hesitancy and vaccine safety concerns
- Van Der Lee Best Practices
- Variational autoencoders
- Variational Inference
- Veracity Assessment
- Veracity prediction
- Verification
- Video classification and content analysis
- Video Forensics
- Video Misinformation
- Viral Spread
- Vision transformers
- Vision-language models
- Visual misinformation
- Visual-semantic inconsistency
- Wang Eann Multimodal
- Watermarking
- Watts Strogatz 1998
- Weak supervision
- Wei Scaling Laws Adversarial
- WhatsApp and Misinformation
- Wisdom of crowds
- Word Embeddings
- YouTube and political content
- YouTube and political radicalization
- Zero-shot detection
- Zero-shot learning
- Zombie Rumors