Enriching GNNs with Text Contextual Representations for Detecting
Disinformation Campaigns on Social Media

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Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media

24 October 2024

Bruno Croso Cunha da Silva

Thomas Palmeira Ferraz

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Papers citing "Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media"

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Title
NEFTune: Noisy Embeddings Improve Instruction Finetuning Neel Jain Ping Yeh-Chiang Yuxin Wen John Kirchenbauer Hong-Min Chu ... Avi Schwarzschild Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein 61 81 0 09 Oct 2023
DEBACER: a method for slicing moderated debates Thomas Palmeira Ferraz Alexandre Alcoforado Enzo Bustos A. Oliveira R. Gerber Naíde Müller André Correa D’almeida Bruno Veloso A. H. R. Costa 61 7 0 10 Dec 2021
Local Augmentation for Graph Neural Networks Songtao Liu Rex Ying Hanze Dong Lanqing Li Tingyang Xu Yu Rong P. Zhao Junzhou Huang Dinghao Wu 104 94 0 08 Sep 2021
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case A. Hamid Nasrullah Shiekh Naina Said Kashif Ahmad Asma Gul Laiq Hassan Ala I. Al-Fuqaha 49 37 0 30 Nov 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 99 919 0 20 May 2020
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media Yi-Ju Lu Cheng-Te Li GNN 114 393 0 24 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 132 1,092 0 11 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017