1 code implementation • WMT (EMNLP) 2020 • Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Inigo Jauregi Unanue, Antonio Jimeno Yepes, Nancy Mah, David Martinez, Aurélie Névéol, Mariana Neves, Maite Oronoz, Olatz Perez-de-Viñaspre, Massimo Piccardi, Roland Roller, Amy Siu, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Dina Wiemann, Lana Yeganova
Machine translation of scientific abstracts and terminologies has the potential to support health professionals and biomedical researchers in some of their activities.
no code implementations • WMT (EMNLP) 2021 • Lana Yeganova, Dina Wiemann, Mariana Neves, Federica Vezzani, Amy Siu, Inigo Jauregi Unanue, Maite Oronoz, Nancy Mah, Aurélie Névéol, David Martinez, Rachel Bawden, Giorgio Maria Di Nunzio, Roland Roller, Philippe Thomas, Cristian Grozea, Olatz Perez-de-Viñaspre, Maika Vicente Navarro, Antonio Jimeno Yepes
In the sixth edition of the WMT Biomedical Task, we addressed a total of eight language pairs, namely English/German, English/French, English/Spanish, English/Portuguese, English/Chinese, English/Russian, English/Italian, and English/Basque.
no code implementations • 25 May 2021 • Simon Šuster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David Martinez, Yulia Otmakhova
The COVID-19 pandemic has driven ever-greater demand for tools which enable efficient exploration of biomedical literature.
no code implementations • 21 Dec 2020 • Gerald Jackson Williams, Anthony J. Link, Mark William Sherlock, David A. Alessi, Mark W. Bowers, Brad Golick, Matt Hamamoto, Mark R. Hermann, Dan Kalantar, Kai Nicholas LaFortune, Andrew James Mackinnon, Andrew MacPhee, Mario J. -E. Manuel, David Martinez, Michael Mauldin, Lawrence J. Pelz, Matt Prantil, Matthew Quinn, Bruce A. Remington, Ron Sigurdsson, Paul J. Wegner, Kelly Youngblood, Hui Chen
Achieving a high conversion efficiency into relativistic electrons is central to short-pulse laser application and fundamentally relies on creating interaction regions with intensities ${\gg}10^{18}$~W/cm$^2$.
Plasma Physics
1 code implementation • 10 Dec 2020 • Alberto G. Matachana, Kenneth T. Co, Luis Muñoz-González, David Martinez, Emil C. Lupu
In this work, we analyze the effect of various compression techniques to UAP attacks, including different forms of pruning and quantization.
no code implementations • 18 Aug 2020 • Karin Verspoor, Simon Šuster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno Yepes, David Martinez
We present COVID-SEE, a system for medical literature discovery based on the concept of information exploration, which builds on several distinct text analysis and natural language processing methods to structure and organise information in publications, and augments search by providing a visual overview supporting exploration of a collection to identify key articles of interest.
no code implementations • 8 May 2019 • Vijay Gadepally, Justin Goodwin, Jeremy Kepner, Albert Reuther, Hayley Reynolds, Siddharth Samsi, Jonathan Su, David Martinez
Artificial Intelligence (AI) has the opportunity to revolutionize the way the United States Department of Defense (DoD) and Intelligence Community (IC) address the challenges of evolving threats, data deluge, and rapid courses of action.
no code implementations • 4 May 2014 • Ignacio Lopez-Moreno, Javier Gonzalez-Dominguez, Oldrich Plchot, David Martinez, Joaquin Gonzalez-Rodriguez, Pedro Moreno
This work studies the use of deep neural networks (DNNs) to address automatic language identification (LID).