Towards Reliable Misinformation Mitigation: Generalization, Uncertainty,
and GPT-4

Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4

24 May 2023

Kellin Pelrine

Camille Thibault

Meilina Reksoprodjo

Jean-François Godbout

Reihaneh Rabbany

Papers citing "Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4"

14 / 14 papers shown

Title
Real-time Fake News from Adversarial Feedback Sanxing Chen Yukun Huang Bhuwan Dhingra 66 0 0 31 Dec 2024
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs Herun Wan Minnan Luo Zhixiong Su Guang Dai Xiang Zhao DeLMO 82 0 0 16 Oct 2024
Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks Sérgio A. Balanya Juan Maroñas Daniel Ramos OOD 63 14 0 31 Jul 2022
Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection Xishuang Dong Lijun Qian 59 9 0 04 Jan 2022
The Surprising Performance of Simple Baselines for Misinformation Detection Kellin Pelrine Jacob Danovitch Reihaneh Rabbany 45 65 0 14 Apr 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 319 1,914 0 12 Nov 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 82 669 0 02 Oct 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 70 159 0 06 Aug 2020
Uncertainty Quantification and Deep Ensembles R. Rahaman Alexandre Hoang Thiery UQCV 83 151 0 17 Jul 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 137 2,730 0 05 Jun 2020
Improving Generalizability of Fake News Detection Methods using Propensity Score Matching Bo Ni Zhichun Guo Jianing Li Meng Jiang 56 12 0 28 Jan 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 201 6,546 0 05 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 587 24,422 0 26 Jul 2019
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 94 1,362 0 01 May 2017

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