Union International Finder Sweden 2019 Transfers Review June Money Western Union International Finder Sweden 2019 Transfers Review June Money Western
With branches in Sweden, Western Union offers one of the most flexible transfer options available.Western Union international money transfers review June 2019 | finder Sweden
Ids Wave Aspen Licenses Of com Aspentimes Fake Hits Driver’s

Attention Users: at 8AM ET / 12PM UTC on Friday, June 21, the submission system will be unavailable for approximately 30 minutes for routine maintenance.

We gratefully acknowledge support from
Union International Finder Sweden 2019 Transfers Review June Money
the Simons Foundation and member institutions.
Union International Finder Sweden 2019 Transfers Review June Money Abstract: Recent progress in natural language generation has raised dual-use concerns. While applications like summarization and translation are positive, the underlying technology also might enable adversaries to generate neural fake news: targeted propaganda that closely mimics the style of real news.
Modern computer security relies on careful threat modeling: identifying potential threats and vulnerabilities from an adversary's point of view, and exploring potential mitigations to these threats. Likewise, developing robust defenses against neural fake news requires us first to carefully investigate and characterize the risks of these models. We thus present a model for controllable text generation called Grover. Given a headline like `Link Found Between Vaccines and Autism,' Grover can generate the rest of the article; humans find these generations to be more trustworthy than human-written disinformation.
Developing robust verification techniques against generators like Grover is critical. We find that best current discriminators can classify neural fake news from real, human-written, news with 73% accuracy, assuming access to a moderate level of training data. Counterintuitively, the best defense against Grover turns out to be Grover itself, with 92% accuracy, demonstrating the importance of public release of strong generators. We investigate these results further, showing that exposure bias -- and sampling strategies that alleviate its effects -- both leave artifacts that similar discriminators can pick up on. We conclude by discussing ethical issues regarding the technology, and plan to release Grover publicly, helping pave the way for better detection of neural fake news.
Card Id Card Card Texvet Veteran Id Texvet Id Veteran Veteran Texvet
Comments: this https URL
Union International Finder Sweden 2019 Transfers Review June Money Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY)
Cite as: arXiv:1905.12616 [cs.CL]
  (or arXiv:1905.12616v1 [cs.CL] for this version)
Try the Bibliographic Explorer
(can be disabled at any time)

Bibliographic data

Union International Finder Sweden 2019 Transfers Review June Money