Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection

27 November 2019

Papers citing "Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection"

20 / 20 papers shown

Title
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 83 228 0 04 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 618 24,431 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 230 8,426 0 19 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 103 449 0 18 Jun 2019
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims Sihao Chen Daniel Khashabi Wenpeng Yin Chris Callison-Burch Dan Roth 116 122 0 08 Jun 2019
FAKTA: An Automatic End-to-End Fact Checking System Moin Nadeem Wei Fang Brian Xu Mitra Mohtarami James R. Glass HILM KELM HAI 51 46 0 07 Jun 2019
Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News Luís Borges Bruno Martins P. Calado 31 69 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract) Lisa Anne Hendricks Kaylee Burns Kate Saenko Trevor Darrell Anna Rohrbach 100 480 0 02 Jul 2018
A Retrospective Analysis of the Fake News Challenge Stance Detection Task Andreas Hanselowski S. AvineshP.V. Benjamin Schiller Felix Caspelherr Debanjan Chaudhuri Christian M. Meyer Iryna Gurevych 59 239 0 13 Jun 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,154 0 20 Apr 2018
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 69 963 0 22 Nov 2017
Fully Automated Fact Checking Using External Sources Georgi Karadzhov Preslav Nakov Lluís Màrquez i Villodre Alberto Barrón-Cedeño Ivan Koychev HILM 53 119 0 01 Oct 2017
A simple but tough-to-beat baseline for the Fake News Challenge stance detection task B. Riedel Isabelle Augenstein Georgios P. Spithourakis Sebastian Riedel 45 235 0 11 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours Leon Derczynski Kalina Bontcheva Maria Liakata Rob Procter Geraldine Wong Sak Hoi A. Zubiaga HILM 52 350 0 20 Apr 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 520 4,476 0 18 Apr 2017
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 110 3,135 0 21 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 274 8,127 0 16 Jun 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 392 33,521 0 16 Oct 2013