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MisRoBÆRTa: Transformers versus Misinformation

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1 of the 52 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1016/j.earlhumdev.2020.105256 (notice 2021-03-31).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/pra2.2015.145052010082openalex-snapshot
Automatic deception detection: Methods for finding fake news
inferredcites →https://doi.org/10.1007/978-3-030-29563-9_17openalex-snapshot
A Two-Stage Model Based on BERT for Short Fake News Detection
inferredcites →https://doi.org/10.1007/978-3-030-57805-3_23openalex-snapshot
Application of the BERT-Based Architecture in Fake News Detection
inferredcites →https://doi.org/10.1007/978-3-030-73696-5_18openalex-snapshot
Fake News Detection System Using XLNet Model with Topic Distributions: CONSTRAINT@AAAI2021 Shared Task
inferredcites →https://doi.org/10.1007/s00779-019-01289-yopenalex-snapshot
Multi-level word features based on CNN for fake news detection in cultural communication
inferredcites →https://doi.org/10.1007/s11042-020-10183-2openalex-snapshot
FakeBERT: Fake news detection in social media with a BERT-based deep learning approach
inferredcites →https://doi.org/10.1016/j.asoc.2021.107600openalex-snapshot
Attention-based C-BiLSTM for fake news detection
inferredcites →https://doi.org/10.1016/j.cogsys.2019.12.005openalex-snapshot
FNDNet – A deep convolutional neural network for fake news detection
inferredcites →https://doi.org/10.1016/j.earlhumdev.2020.105256openalex-snapshot
WITHDRAWN: COVID-19, its novel vaccination and fake news – What a brew
inferredcites →https://doi.org/10.1016/j.eswa.2019.03.036openalex-snapshot
Behind the cues: A benchmarking study for fake news detection
inferredcites →https://doi.org/10.1016/j.mlwa.2021.100032openalex-snapshot
A benchmark study of machine learning models for online fake news detection
inferredcites →https://doi.org/10.1016/j.neucom.2019.07.052openalex-snapshot
Improving text classification with weighted word embeddings via a multi-channel TextCNN model
inferredcites →https://doi.org/10.1038/s41467-018-07761-2openalex-snapshot
Influence of fake news in Twitter during the 2016 US presidential election
inferredcites →https://doi.org/10.1109/access.2021.3132502openalex-snapshot
Context-Aware Misinformation Detection: A Benchmark of Deep Learning Architectures Using Word Embeddings
inferredcites →https://doi.org/10.1109/asru.2011.6163899openalex-snapshot
Feature engineering in Context-Dependent Deep Neural Networks for conversational speech transcription
inferredcites →https://doi.org/10.1109/focs.2012.49openalex-snapshot
Learning Topic Models -- Going beyond SVD
inferredcites →https://doi.org/10.1109/iccp51029.2020.9266181openalex-snapshot
Sentiment Analysis using Topic-Document Embeddings
inferredcites →https://doi.org/10.1109/icdm.2018.00062openalex-snapshot
Deep Headline Generation for Clickbait Detection
inferredcites →https://doi.org/10.1109/icmla51294.2020.00127openalex-snapshot
Towards Machine Learning Explainability in Text Classification for Fake News Detection
inferredcites →https://doi.org/10.1109/mipr.2018.00093openalex-snapshot
Media-Rich Fake News Detection: A Survey
inferredcites →https://doi.org/10.1126/science.aaw1315openalex-snapshot
The misinformation machine
inferredcites →https://doi.org/10.1145/3309699openalex-snapshot
The Web of False Information
inferredcites →https://doi.org/10.1145/3341981.3344229openalex-snapshot
SADHAN
inferredcites →https://doi.org/10.1145/3366424.3382706openalex-snapshot
FakeFinder: Twitter Fake News Detection on Mobile
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.332openalex-snapshot
That is a Known Lie: Detecting Previously Fact-Checked Claims
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.703openalex-snapshot
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.747openalex-snapshot
Unsupervised Cross-lingual Representation Learning at Scale
inferredcites →https://doi.org/10.18653/v1/2020.alw-1.21openalex-snapshot
Identifying and Measuring Annotator Bias Based on Annotators’ Demographic Characteristics
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.6openalex-snapshot
Transformers: State-of-the-Art Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/2020.semeval-1.188openalex-snapshot
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020)
inferredcites →https://doi.org/10.18653/v1/d19-1107openalex-snapshot
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets
inferredcites →https://doi.org/10.18653/v1/n18-1202openalex-snapshot
Deep Contextualized Word Representations
inferredcites →https://doi.org/10.18653/v1/n19-1079openalex-snapshot
Better Modeling of Incomplete Annotations for Named Entity Recognition
inferredcites →https://doi.org/10.18653/v1/n19-1423openalex-snapshot
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
inferredcites →https://doi.org/10.18653/v1/p19-1285openalex-snapshot
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.3390/app9194062openalex-snapshot
exBAKE: Automatic Fake News Detection Model Based on Bidirectional Encoder Representations from Transformers (BERT)
inferredcites →https://doi.org/10.3390/ijerph18020744openalex-snapshot
COVID-19, Fake News, and Vaccines: Should Regulation Be Implemented?
inferredcites →https://doi.org/10.3390/math9212722openalex-snapshot
Topic-Based Document-Level Sentiment Analysis Using Contextual Cues
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.4230/lipics.cp.2025.31openalex-snapshot
HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case
inferredcites →https://doi.org/10.4230/lipics.ecrts.2023.7openalex-snapshot
Bootstrapping a Data-Set and Model for Question-Answering in Portuguese (Short Paper)
inferredcites →https://doi.org/10.4230/lipics.esem.2026.22openalex-snapshot
Beyond FLOPs: Energy-Aware Knowledge Distillation for Sustainable LLMs on Code-Related Task
inferredcites →https://doi.org/10.4230/tgdk.3.3.5openalex-snapshot
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
inferredcites →https://doi.org/10.4324/9781003387404-13openalex-snapshot
Fighting disinformation
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
inferredcites →https://doi.org/10.48550/arxiv.1301.3781openalex-snapshot
Efficient Estimation of Word Representations in Vector Space
inferredcites →https://doi.org/10.48550/arxiv.1901.07291openalex-snapshot
Cross-lingual Language Model Pretraining
inferredcites →https://doi.org/10.48550/arxiv.1906.08237openalex-snapshot
XLNet: Generalized Autoregressive Pretraining for Language Understanding
inferredcites →https://doi.org/10.48550/arxiv.1909.11942openalex-snapshot
ALBERT-Base v2 (albert_base_v2.tar.gz): preservation copy
inferredcites →https://doi.org/10.48550/arxiv.2006.03654openalex-snapshot
DeBERTa: Decoding-enhanced BERT with Disentangled Attention

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-04354-2_10openalex-snapshot
Language-Based Mixture of Transformers for Sexism Identification in Social Networks
inferred← citeshttps://doi.org/10.1007/s10115-024-02321-1openalex-snapshot
Fake news detection: comparative evaluation of BERT-like models and large language models with generative AI-annotated data
inferred← citeshttps://doi.org/10.1007/s10115-025-02400-xopenalex-snapshot
CREDIFY: contextualized retrieval of evidence for open-domain fact verification
inferred← citeshttps://doi.org/10.1007/s10115-025-02558-4openalex-snapshot
EnsembleNet: a novel deep ensemble learning model with GANBERT and BiLSTM for automated fake news detection
inferred← citeshttps://doi.org/10.1007/s10115-026-02814-1openalex-snapshot
A weakly supervised SMOTE-XGBoost framework with sliding-window monitoring for temporal sentiment drift detection
inferred← citeshttps://doi.org/10.1007/s10791-025-09864-zopenalex-snapshot
Disinformation detection technology: a survey
inferred← citeshttps://doi.org/10.1007/s12083-025-02047-zopenalex-snapshot
Encoder only attention-guided transformer framework for accurate and explainable social media fake profile detection
inferred← citeshttps://doi.org/10.1007/s13042-026-03289-wopenalex-snapshot
A Deployed Custom Fine-tuned Transformer Language Model Framework for Indian Fake News Detection
inferred← citeshttps://doi.org/10.1007/s40747-023-01098-0openalex-snapshot
Fake news detection based on a hybrid BERT and LightGBM models
inferred← citeshttps://doi.org/10.1007/s41870-025-02988-xopenalex-snapshot
TRUE-Net: dual-generator blending and Bayesian confidence estimation for trustworthy information authenticity
inferred← citeshttps://doi.org/10.1007/s42001-025-00403-wopenalex-snapshot
Detecting misinformation through framing theory: the frame element-based model
inferred← citeshttps://doi.org/10.1007/s42044-025-00339-4openalex-snapshot
Claim classification and BERT-based open information extraction from short news headlines
inferred← citeshttps://doi.org/10.1007/s42452-025-07548-3openalex-snapshot
Exploring machine learning for fake news detection: techniques, tools, challenges, and future research directions
inferred← citeshttps://doi.org/10.1007/s44163-026-01467-xopenalex-snapshot
Fake news and polarization detection on social media posts through topic modeling and text mining
inferred← citeshttps://doi.org/10.1007/s44196-026-01192-4openalex-snapshot
DEFT-Net: Explainable Deepfake Text Detection for Combating Information Disorder in the Age of Generative AI
inferred← citeshttps://doi.org/10.1016/j.engappai.2024.109944openalex-snapshot
A novel integration of multiple learning methods for detecting misleading information from different datasets during the pandemic
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.111895openalex-snapshot
Dual Stimulus–Organism–Response paradigms cross-domain aware model for rumor detection
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.126984openalex-snapshot
GETAE: Graph Information Enhanced Deep Neural NeTwork Ensemble ArchitecturE for fake news detection
inferred← citeshttps://doi.org/10.1016/j.jestch.2024.101728openalex-snapshot
CONTAIN: A community-based algorithm for network immunization
inferred← citeshttps://doi.org/10.1016/j.jjimei.2025.100347openalex-snapshot
MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contexts
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.111715openalex-snapshot
DANES: Deep Neural Network Ensemble Architecture for Social and Textual Context-aware Fake News Detection
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.115664openalex-snapshot
GAAC:A robust misinformation detection framework via graph attention and adaptive contrastive learning
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.116746openalex-snapshot
MeshShield: Counteractive network immunization via spectral graph analysis
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.132522openalex-snapshot
Overcoming structural and similarity barriers: Graph neural network-based contextual reasoning for detecting incongruent and partially misleading news
inferred← citeshttps://doi.org/10.1038/s41598-025-10661-3openalex-snapshot
Sentiment analysis for deepfake X posts using novel transfer learning based word embedding and hybrid LGR approach
inferred← citeshttps://doi.org/10.1038/s41598-025-31653-3openalex-snapshot
Graph-augmented transformer ensemble framework for robust and scalable fake news detection in social media ecosystems
inferred← citeshttps://doi.org/10.1038/s41598-025-89453-8openalex-snapshot
High performance fake review detection using pretrained DeBERTa optimized with Monarch Butterfly paradigm
inferred← citeshttps://doi.org/10.1038/s41598-025-98271-xopenalex-snapshot
Benchmarking Hook and Bait Urdu news dataset for domain-agnostic and multilingual fake news detection using large language models
inferred← citeshttps://doi.org/10.1049/ise2/6068177openalex-snapshot
Topic Words‐Based Multilingual Hateful Linguistic Resources Construction for Developing Multilingual Hateful Content Detection Model Using Deep Learning Technique
inferred← citeshttps://doi.org/10.1080/0144929x.2024.2326562openalex-snapshot
A majority-based learning system for detecting misinformation
inferred← citeshttps://doi.org/10.1080/10447318.2024.2369426openalex-snapshot
RETRACTED ARTICLE: Modelling the Association Between Social Media Flow Experience and Fake News Sharing: Testing the Mediating Role of Social Media Flow Experience and the Moderating Role of Social Media Scepticism
inferred← citeshttps://doi.org/10.1080/10447318.2025.2524493openalex-snapshot
Enhancing Trust or Fostering Misjudgment? Assessing the Impact of Emerging Geographic Information Displays on Social Media Users’ Information Trust
inferred← citeshttps://doi.org/10.1080/19393555.2024.2378747openalex-snapshot
SIFG: an ensemble model for sieving fake news from genuine without metadata by combining syntactic and semantic features
inferred← citeshttps://doi.org/10.1109/access.2023.3331220openalex-snapshot
MCWDST: A Minimum-Cost Weighted Directed Spanning Tree Algorithm for Real-Time Fake News Mitigation in Social Media
inferred← citeshttps://doi.org/10.1109/acoit66109.2025.11436349openalex-snapshot
An Accessible Explainable AI Extension for Fake News Detection
inferred← citeshttps://doi.org/10.1109/aectsd65988.2025.11411161openalex-snapshot
HybridTrust: Fusing LP-GRU and Transformer Architectures for Enhanced Misinformation Detection in Social Networks
inferred← citeshttps://doi.org/10.1109/avss65446.2025.11149887openalex-snapshot
Transformer-Based Hybrid Model for Robust Abusive Content Detection in Online Social Networks (OSNs)
inferred← citeshttps://doi.org/10.1109/dsit55514.2022.9943904openalex-snapshot
COVMIS: A Dataset for Research on COVID-19 Misinformation
inferred← citeshttps://doi.org/10.1109/iccp63557.2024.10793051openalex-snapshot
STopHC: A Harmful Content Detection and Mitigation Architecture for Social Media Platforms
inferred← citeshttps://doi.org/10.1109/iccp68926.2025.11427180openalex-snapshot
HarmLLaMA: Harmful Language Detection with Large Language Models
inferred← citeshttps://doi.org/10.1109/icetecc65365.2025.11070301openalex-snapshot
Optimized Deep Learning Hybrid Framework for Robust Detection of Fake News on Twitter (now X)
inferred← citeshttps://doi.org/10.1109/mis.2026.3661002openalex-snapshot
Cross-Domain Analysis of Fake News Detection With Explainable Transformers
inferred← citeshttps://doi.org/10.1109/roedunet68395.2025.11208267openalex-snapshot
VERIT-ALBERT: A Finetuned LLM Approach for Verifying Information Credibility
inferred← citeshttps://doi.org/10.1109/taffc.2024.3434355openalex-snapshot
EDSA-Ensemble: An Event Detection Sentiment Analysis Ensemble Architecture
inferred← citeshttps://doi.org/10.1109/tcss.2025.3599119openalex-snapshot
Propagation Motifs as Codewords for Fake News Detection
inferred← citeshttps://doi.org/10.1109/tcss.2025.3622696openalex-snapshot
Contrastive Token-Level Explanations for Graph-Based Rumor Detection
inferred← citeshttps://doi.org/10.1109/tcss.2025.3623667openalex-snapshot
From Headlines and News to Truth: Leveraging LLMs With Cascade Classification and Prompt Tuning for Incongruent News Detection
inferred← citeshttps://doi.org/10.1109/tifs.2025.3637696openalex-snapshot
Graphing the Truth: Harnessing Causal Insights for Advanced Multimodal Fake News Detection
inferred← citeshttps://doi.org/10.1109/tkde.2024.3417232openalex-snapshot
ContCommRTD: A Distributed Content-Based Misinformation-Aware Community Detection System for Real-Time Disaster Reporting
inferred← citeshttps://doi.org/10.1109/tkde.2025.3650588openalex-snapshot
Detecting Misinformation by Uncovering Commonsense Conflicts With LLM Workflows
inferred← citeshttps://doi.org/10.1109/tkde.2026.3673065openalex-snapshot
Contrastive Fidelity-Maximised Explanations for Graph-Based Rumour Detection
inferred← citeshttps://doi.org/10.1109/tpami.2025.3642831openalex-snapshot
Unveiling Fine-Grained Deceptive Patterns in Multimodal Fake News: An Explainable Neuro-Symbolic Framework With LVLMs
inferred← citeshttps://doi.org/10.1109/tsp.2025.3527755openalex-snapshot
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models
inferred← citeshttps://doi.org/10.1145/3748239.3748243openalex-snapshot
Is Less Really More? Fake News Detection with Limited Information
inferred← citeshttps://doi.org/10.1145/3789258openalex-snapshot
Breaking Bias: A Context-Aware Multimodal Framework for Detecting and Neutralizing Ideological Bias in News
inferred← citeshttps://doi.org/10.1145/3798302openalex-snapshot
Detecting Fake News in Bangla Using Linguistic and Psychological Features
inferred← citeshttps://doi.org/10.1145/3812649openalex-snapshot
Misinformation Unlearning for Responsible Content Recommendation
inferred← citeshttps://doi.org/10.1177/01655515261467993openalex-snapshot
Early detection effectiveness of fake news/information disorder classifiers using target-based emotions and stances on evolving social networks
inferred← citeshttps://doi.org/10.1371/journal.pone.0305362openalex-snapshot
Building a framework for fake news detection in the health domain
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.656openalex-snapshot
Identifying Conspiracy Theories News based on Event Relation Graph
inferred← citeshttps://doi.org/10.22214/ijraset.2025.71831openalex-snapshot
The Role of AI in Social Media Misinformation: Strategies and Impacts
inferred← citeshttps://doi.org/10.3390/app12136402openalex-snapshot
Fake Sentence Detection Based on Transfer Learning: Applying to Korean COVID-19 Fake News
inferred← citeshttps://doi.org/10.3390/bdcc8080093openalex-snapshot
BERTGuard: Two-Tiered Multi-Domain Fake News Detection with Class Imbalance Mitigation
inferred← citeshttps://doi.org/10.3390/electronics13234784openalex-snapshot
Comparative Analysis of Graph Neural Networks and Transformers for Robust Fake News Detection: A Verification and Reimplementation Study
inferred← citeshttps://doi.org/10.3390/info13110527openalex-snapshot
A Systematic Literature Review and Meta-Analysis of Studies on Online Fake News Detection
inferred← citeshttps://doi.org/10.3390/info15010060openalex-snapshot
Mapping the Landscape of Misinformation Detection: A Bibliometric Approach
inferred← citeshttps://doi.org/10.3390/math11030508openalex-snapshot
It’s All in the Embedding! Fake News Detection Using Document Embeddings
inferred← citeshttps://doi.org/10.3390/math12203294openalex-snapshot
An Efficient Fusion Network for Fake News Classification
inferred← citeshttps://doi.org/10.3390/systems11090458openalex-snapshot
Sustainable Development of Information Dissemination: A Review of Current Fake News Detection Research and Practice
inferred← citeshttps://doi.org/10.62301/usmtd.1698904openalex-snapshot
LSTM VE BERT MODELLERİ İLE SAHTE HABER TESPİTİ
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