DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking

27 April 2020

Smaranda Muresan

Papers citing "DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking"

28 / 28 papers shown

Title
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 77 991 0 31 Oct 2019
TMLab: Generative Enhanced Model (GEM) for adversarial attacks P. Niewinski M. Pszona M. Janicka VLM GAN 6 14 0 01 Oct 2019
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension D. Andor Luheng He Kenton Lee Emily Pitler AIMat 28 97 0 31 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 74 856 0 20 Aug 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification Jie Zhou Xu Han Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun 33 199 0 22 Jul 2019
SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums Tsvetomila Mihaylova Georgi Karadzhov Pepa Atanasova R. Baly Mitra Mohtarami Preslav Nakov 19 62 0 25 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 29 102 0 21 May 2019
Adversarial attacks against Fact Extraction and VERification James Thorne Andreas Vlachos FedML AAML 16 26 0 13 Mar 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 48 933 0 01 Mar 2019
Team Papelo: Transformer Networks at FEVER Christopher Malon 32 43 0 08 Jan 2019
Combining Fact Extraction and Verification with Neural Semantic Matching Networks Yixin Nie Haonan Chen Joey Tianyi Zhou FedML 37 302 0 16 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 575 93,936 0 11 Oct 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Andreas Hanselowski Huatian Zhang Zile Li Daniil Sorokin Benjamin Schiller Claudia Schulz Iryna Gurevych 32 181 0 03 Sep 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification Wenpeng Yin Dan Roth AAML 29 73 0 10 Aug 2018
Automated Fact Checking: Task formulations, methods and future directions James Thorne Andreas Vlachos 42 280 0 20 Jun 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 58 583 0 28 May 2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences Max Glockner Vered Shwartz Yoav Goldberg NAI 57 365 0 06 May 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 309 921 0 21 Apr 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 89 1,621 0 14 Mar 2018
Fact Checking in Community Forums Tsvetomila Mihaylova Preslav Nakov Lluís Màrquez i Villodre Alberto Barrón-Cedeño Mitra Mohtarami Georgi Karadzhov James R. Glass 24 71 0 08 Mar 2018
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 171 1,594 0 23 Jul 2017
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 54 1,349 0 01 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 298 4,444 0 18 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 70 2,003 0 31 Mar 2017
Order Matters: Sequence to sequence for sets Oriol Vinyals Samy Bengio M. Kudlur BDL 67 950 0 19 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 161 4,256 0 21 Aug 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 59 3,036 0 09 Jun 2015
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Jason Weston Antoine Bordes S. Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomas Mikolov LRM ELM 80 1,178 0 19 Feb 2015