Real-time Claim Detection from News Articles and Retrieval of Semantically-Similar Factchecks

A statistical interpretation of term specificity and its application in retrieval

Karen Spärck Jones · 1972

Earlier work this paper cites.

A density-based algorithm for discovering clusters in large spatial databases with noise

Martin Ester, Hans-Peter Kriegel, Jörg Sander, and Xiaowei Xu · 1996

Earlier work this paper cites.

The Berkeley FrameNet Project

Collin F. Baker, Charles J. Fillmore, and John B. Lower · 1998

Earlier work this paper cites.

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, and Michael I. Jordan · 2003

Earlier work this paper cites.

Fast unfolding of communities in large networks

Vincent D. Blondel, Jean-Loup Guillaume, Renaud Lambiotte, and Etienne Lefebvre · 2008

Earlier work this paper cites.

Efficient estimation of word representations in vector space

Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013

Earlier work this paper cites.

A large annotated corpus for learning natural language inference

Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning · 2015

Earlier work this paper cites.

Unsupervised sparse vector densification for short text similarity

Angqiu Song and Dan Roth · 2015

Earlier work this paper cites.

Semantic clustering and convolutional neural networkfor short text categorization

Original

Peng Wang, Jiaming Xu, Bo Xu, Cheng-Lin Liu, Heng ZhangFangyuan Wang, and Hongwei Hao · 2015

Earlier work this paper cites.

The state of automated factchecking, 2016

Mevan Babakar and Will Moy · 2016

Cited alongside, same era.

State of the news media, 2016

Pew Research Center · 2016

Cited alongside, same era.

Supervised learning of universal sentence representations from natural language inference data, 2017

Alexis Conneau, Douwe Kiela, Holger Schwenk, Loic Barrault, and Antoine Bordes · 2017

Cited alongside, same era.

ClaimBuster

Naeemul Hassan, Anil Kumar Nayak, Vikas Sable, Chengkai Li, Mark Tremayne, Gensheng Zhang, Fatma Arslan, Josue Caraballo, Damian Jimenez, Siddhant Gawsane, Shohedul Hasan, Minumol Joseph, and Aaditya Kulkarni · 2017

Cited alongside, same era.

Unsupervised corpus–wide claim detection

Ran Levy, Shai Gretz, Benjamin Sznajder, Shay Hummel, Ranit Aharonov, and Noam Slonim · 2017

Cited alongside, same era.

newslens: building and visualizing long-ranging news stories

Philippe Laban and Marti Hearst · 2017

Cited alongside, same era.

Understanding the promise and limits of automated fact-checking, 2018

Lucas Graves · 2018

Later among the works it cites.

ClaimRank: Detecting check-worthy claims in arabic and english

Israa Jaradat, Pepa Gencheva, Alberto Barrón-Cedeño, Lluís Màrquez, and Preslav Nakov · 2018

Later among the works it cites.

Towards automated factchecking: Developing an annotation schema and benchmark for consistent automated claim detection

Lev Konstantinovskiy, Oliver Price, Mevan Babakar, and Arkaitz Zubiaga · 2018

Later among the works it cites.

The digital transformation of news media and the rise of disinformation and fakenews

Bertin Martens, Luis Aguiar, Estrella Gomez-Herrera, and Frank Mueller-Langer · 2018

Later among the works it cites.

Deep contextualized word representations

Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer · 2018

Later among the works it cites.