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A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning

https://doi.org/10.1145/3477495.3531930

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What this work says

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

inferredcites →https://doi.org/10.1016/j.ipm.2017.11.009openalex-snapshot

Discourse-aware rumour stance classification in social media using sequential classifiers

inferredcites →https://doi.org/10.1109/icde.2015.7113322openalex-snapshot

False rumors detection on Sina Weibo by propagation structures

inferredcites →https://doi.org/10.1145/1963405.1963500openalex-snapshot

Information credibility on twitter

inferredcites →https://doi.org/10.1145/1964858.1964869openalex-snapshot

Twitter under crisis

inferredcites →https://doi.org/10.1145/2350190.2350203openalex-snapshot

Automatic detection of rumor on Sina Weibo

inferredcites →https://doi.org/10.1145/2736277.2741637openalex-snapshot

Enquiring Minds

inferredcites →https://doi.org/10.1145/2806416.2806651openalex-snapshot

Real-time Rumor Debunking on Twitter

inferredcites →https://doi.org/10.1145/2983323.2983821openalex-snapshot

A Multiple Instance Learning Framework for Identifying Key Sentences and Detecting Events

inferredcites →https://doi.org/10.1145/3038912.3052599openalex-snapshot

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning

inferredcites →https://doi.org/10.1145/3184558.3188729openalex-snapshot

Detect Rumor and Stance Jointly by Neural Multi-task Learning

inferredcites →https://doi.org/10.1145/3184558.3191577openalex-snapshot

Combining Neural, Statistical and External Features for Fake News Stance Identification

inferredcites →https://doi.org/10.1145/3308558.3313724openalex-snapshot

From Stances' Imbalance to Their HierarchicalRepresentation and Detection

inferredcites →https://doi.org/10.1145/3366423.3380096openalex-snapshot

OutfitNet: Fashion Outfit Recommendation with Attention-Based Multiple Instance Learning

inferredcites →https://doi.org/10.1145/3366423.3380180openalex-snapshot

A Kernel of Truth: Determining Rumor Veracity on Twitter by Diffusion Pattern Alone

inferredcites →https://doi.org/10.1371/journal.pone.0150989openalex-snapshot

Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads

inferredcites →https://doi.org/10.1609/aaai.v30i1.10382openalex-snapshot

News Verification by Exploiting Conflicting Social Viewpoints in Microblogs

inferredcites →https://doi.org/10.1609/aaai.v32i1.11268openalex-snapshot

Early Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks

inferredcites →https://doi.org/10.1609/aaai.v34i01.5393openalex-snapshot

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks

inferredcites →https://doi.org/10.18653/v1/2020.acl-main.48openalex-snapshot

GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media

inferredcites →https://doi.org/10.18653/v1/2020.coling-mainopenalex-snapshot

Proceedings of the 28th International Conference on Computational Linguistics

inferredcites →https://doi.org/10.18653/v1/2020.coling-main.476openalex-snapshot

Debunking Rumors on Twitter with Tree Transformer

inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.2openalex-snapshot

BERTweet: A pre-trained language model for English Tweets

inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.4openalex-snapshot

Unsupervised stance detection for arguments from consequences

inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.717openalex-snapshot

Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations

inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.786openalex-snapshot

Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks

inferredcites →https://doi.org/10.18653/v1/2021.naacl-mainopenalex-snapshot

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

inferredcites →https://doi.org/10.18653/v1/2025.emnlp-mainopenalex-snapshot

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

inferredcites →https://doi.org/10.18653/v1/d15-1311openalex-snapshot

Classifying Tweet Level Judgements of Rumours in Social Media

inferredcites →https://doi.org/10.18653/v1/d16-1084openalex-snapshot

Stance Detection with Bidirectional Conditional Encoding

inferredcites →https://doi.org/10.18653/v1/d19-1openalex-snapshot

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

inferredcites →https://doi.org/10.18653/v1/d19-1485openalex-snapshot

Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity

inferredcites →https://doi.org/10.18653/v1/d19-5008openalex-snapshot

Rumor Detection on Social Media: Datasets, Methods and Opportunities

inferredcites →https://doi.org/10.18653/v1/n18-1202openalex-snapshot

Deep Contextualized Word Representations

inferredcites →https://doi.org/10.18653/v1/p16-2064openalex-snapshot

Hawkes Processes for Continuous Time Sequence Classification: an Application to Rumour Stance Classification in Twitter

inferredcites →https://doi.org/10.18653/v1/p17-1066openalex-snapshot

Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning

inferredcites →https://doi.org/10.18653/v1/p18-1184openalex-snapshot

Rumor Detection on Twitter with Tree-structured Recursive Neural Networks

inferredcites →https://doi.org/10.18653/v1/p19-1113openalex-snapshot

Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task Learning

inferredcites →https://doi.org/10.18653/v1/s17-2006openalex-snapshot

SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours

inferredcites →https://doi.org/10.18653/v1/s19-2147openalex-snapshot

SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours

inferredcites →https://doi.org/10.24963/ijcai.2017/545openalex-snapshot

A Convolutional Approach for Misinformation Identification

inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot

Glove: Global Vectors for Word Representation

inferredcites →https://doi.org/10.3115/v1/p15-1150openalex-snapshot

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

inferredcites →https://doi.org/10.3115/v1/w14-4012openalex-snapshot

On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

inferredcites →https://doi.org/10.48550/arxiv.1704.00656openalex-snapshot

Detection and Resolution of Rumours in Social Media

inferredcites →https://doi.org/10.82444/warw.33697567openalex-snapshot

PHEME : computing veracity : the fourth challenge of big social data

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4758302openalex-extracted

inferred← citeshttps://doi.org/10.1002/aaai.12188openalex-snapshot

Combating misinformation in the age of LLMs: Opportunities and challenges

inferred← citeshttps://doi.org/10.1007/978-3-031-30678-5_4openalex-snapshot

Broaden Your Horizons: Inter-news Relation Mining for Fake News Detection

inferred← citeshttps://doi.org/10.1007/978-3-031-58604-0_29openalex-snapshot

A Novel Stance Labeling Algorithm for Misinformation Detection

inferred← citeshttps://doi.org/10.1007/978-3-031-94455-0_17openalex-snapshot

Bag-of-Characters: A Multiple Instance Learning Framework for URL Embedding in Web Security

inferred← citeshttps://doi.org/10.1007/s00521-025-11147-zopenalex-snapshot

Stance classification model with knowledge-aware multi-feature attention network

inferred← citeshttps://doi.org/10.1007/s10489-023-05170-7openalex-snapshot

Joint rumour and stance identification based on semantic and structural information in social networks

inferred← citeshttps://doi.org/10.1007/s11227-024-06500-3openalex-snapshot

A veracity assessment algorithm for classification of healthcare information using feature bag mash-up approach

inferred← citeshttps://doi.org/10.1007/s11227-025-06959-8openalex-snapshot

Early rumor detection method based on stage sampling and triple-relationship graph

inferred← citeshttps://doi.org/10.1007/s13042-026-03037-0openalex-snapshot

IMGA-Net: inconsistency-aware multiview graph attention network for explainable fake news detection

inferred← citeshttps://doi.org/10.1007/s13278-022-00952-2openalex-snapshot

Adaptive cost-sensitive stance classification model for rumor detection in social networks

inferred← citeshttps://doi.org/10.1007/s13278-024-01328-4openalex-snapshot

Rumour detection on benchmark twitter datasets using graph neural networks with data augmentation

inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113227openalex-snapshot

Task-oriented Multi-domain Adversarial Network for fake news detection

inferred← citeshttps://doi.org/10.1016/j.ins.2024.121735openalex-snapshot

From single-task to multi-task: Unveiling the dynamics of knowledge transfers in disinformation detection

inferred← citeshttps://doi.org/10.1016/j.ipm.2023.103563openalex-snapshot

Topic Audiolization: A Model for Rumor Detection Inspired by Lie Detection Technology

inferred← citeshttps://doi.org/10.1016/j.knosys.2023.111310openalex-snapshot

Portable graph-based rumour detection against multi-modal heterophily

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113200openalex-snapshot

Weakly-supervised spatial–temporal video grounding via spatial–temporal annotation on a single frame

inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107302openalex-snapshot

Hy-DeFake: Hypergraph neural networks for detecting fake news in online social networks

inferred← citeshttps://doi.org/10.1109/access.2022.3216835openalex-snapshot

Rumor Stance Classification in Online Social Networks: The State-of-the-Art, Prospects, and Future Challenges

inferred← citeshttps://doi.org/10.1109/assp57481.2022.00022openalex-snapshot

Content Moderation in Social Media: The Characteristics, Degree, and Efficiency of User Engagement

inferred← citeshttps://doi.org/10.1109/icdm59182.2024.00052openalex-snapshot

Debunking Fake News in Online Social Networks Without Text Analysis

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3319661openalex-snapshot

Propagation Structure Fusion for Rumor Detection Based on Node-Level Contrastive Learning

inferred← citeshttps://doi.org/10.1142/s0218126625501178openalex-snapshot

Fast Rumor Detection in Social Networks Through Large Language Models-Based Semantic Enhancement

inferred← citeshttps://doi.org/10.1145/3580305.3599470openalex-snapshot

Predicting Information Pathways Across Online Communities

inferred← citeshttps://doi.org/10.1145/3583780.3615138openalex-snapshot

Contrastive Learning for Rumor Detection via Fitting Beta Mixture Model

inferred← citeshttps://doi.org/10.1145/3589334.3645471openalex-snapshot

Explainable Fake News Detection with Large Language Model via Defense Among Competing Wisdom

inferred← citeshttps://doi.org/10.1145/3626772.3657937openalex-snapshot

MKV: Mapping Key Semantics into Vectors for Rumor Detection

inferred← citeshttps://doi.org/10.1145/3627673.3679799openalex-snapshot

Why Misinformation is Created? Detecting them by Integrating Intent Features

inferred← citeshttps://doi.org/10.1145/3627673.3679981openalex-snapshot

Professionalism-Aware Pre-Finetuning for Profitability Ranking

inferred← citeshttps://doi.org/10.1145/3716856openalex-snapshot

LLM-enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information

inferred← citeshttps://doi.org/10.1145/3726302.3729928openalex-snapshot

Collaboration and Controversy Among Experts: Rumor Early Detection by Tuning a Comment Generator

inferred← citeshttps://doi.org/10.1145/3726302.3730085openalex-snapshot

Social Context-Aware Community-Level Propagation Prediction

inferred← citeshttps://doi.org/10.1145/3810244openalex-snapshot

A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM

inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.138openalex-snapshot

Stanceosaurus: Classifying Stance Towards Multicultural Misinformation

inferred← citeshttps://doi.org/10.18653/v1/2023.emnlp-main.94openalex-snapshot

WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom

inferred← citeshttps://doi.org/10.21203/rs.3.rs-3421767/v1openalex-snapshot

Rumour detection using Graph Neural Network and oversampling in the benchmark Twitter datasets

inferred← citeshttps://doi.org/10.3390/aichem1020006openalex-snapshot

Leveraging Bag Dissimilarity Regularized Multi-Instance Learning for Analyzing Infrared Spectra of Heterogeneous Objects

inferred← citeshttps://doi.org/10.3390/app13158815openalex-snapshot

Exploring the Role of Emotions in Arabic Rumor Detection in Social Media

inferred← citeshttps://doi.org/10.3390/app152111784openalex-snapshot

Enhancing Stance Detection with Target-Stance Graph and Logical Reasoning

inferred← citeshttps://doi.org/10.3390/math11092161openalex-snapshot

Multilingual Multi-Target Stance Recognition in Online Public Consultations

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