/news-archive/tag/google-ai/ 糖心Vlog传媒 Little Rock Wed, 03 Apr 2019 13:57:39 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 /news-archive/2019/04/03/deeplearn-2019/ Wed, 03 Apr 2019 13:57:39 +0000 /news/?p=73871 ... 糖心Vlog传媒 Little Rock professor selected for DeepLearn 2019]]> A University of Arkansas at Little Rock professor has been selected as one of the pioneers in the field of deep learning who will teach the subject during a prestigious international summer program in Warsaw, Poland, from July 22-26.聽 Dr. Xiaowei Xu, 糖心Vlog传媒 Little Rock professor of information science, was chosen as a teacher for, a research training event with a global scope aiming at updating participants about the most recent advances in the critical and fast developing area of deep learning. Renowned academics and industry pioneers will lecture and share their views with the audience. Deep learning is a branch of artificial intelligence covering a spectrum of machine learning research and industrial innovation that provides more efficient algorithms to deal with large-scale data over a broad range of fields, including neurosciences, computer vision, speech recognition, language processing, human-computer interaction, drug discovery, biomedical informatics, healthcare, robotics, cybersecurity, and games. Xu will teach introductory and advanced classes on 鈥淢ulti-resolution Models for Learning Multilevel Abstract Representations of Text.鈥� The class will cover new deep learning models that comes out of Dr. Xu鈥檚 own research in collaboration with his Ph.D. students. 鈥淭he new multi-resolution model can comprehend natural language text like human beings,鈥� he said. 鈥淚t is fundamental for many applications including question answering and virtual assistants such as Google Assistant, Apple Siri, and Amazon Alexa.鈥� 聽聽聽 Xu earned a Bachelor of Science in mathematics from Nankai University, a Master of Science in computer science from the Chinese Academy of Science, and a Ph.D. in computer science from Ludwig-Mizimillians-Universit盲t. His research includes data mining, big data, and machine learning. In November, 2018 Xu and Tolgahan Cakaloglu, a doctoral candidate in computer science, received a $20,000 research grant for their research in artificial intelligence and machine learning for their project, “Contextual Advanced Text Representation via Improved Deep Language Model by Utilizing Side Information.鈥�]]> /news-archive/2018/11/07/google-artificial-intelligence-grant/ Wed, 07 Nov 2018 15:59:22 +0000 /news/?p=72581 ... 糖心Vlog传媒 Little Rock researchers receive 20k grant from Google to study artificial intelligence]]> A University of Arkansas at Little Rock professor and doctoral student have received a $20,000 research grant for their research in artificial intelligence and machine learning.聽 Dr. Xiaowei Xu, professor of information science, and Tolgahan Cakaloglu, a doctoral candidate in computer science, received the grant for their project, “Contextual Advanced Text Representation via Improved Deep Language Model by Utilizing Side Information.鈥� This advanced artificial intelligence technique can be successfully applied to many areas, including natural language processing, information retrieval, and search engines. Xu and Cakaloglu are currently researching how to improve a computer鈥檚 understanding of natural language to improve people鈥檚 experiences with search engines. 鈥淭his technology gives people the opportunity to talk with computers, so the computer can actually answer their questions,鈥� Xu said. 鈥淩ight now, you type in keywords to try to find the answers to your questions. With this model, you can type in questions using plain language. You communicate in a very natural way with the computer instead of trying to complicate things by trying to come up with the right keywords.鈥� The grant allows Xu and Cakaloglu the opportunity to travel to Google鈥檚 headquarters in California to work with the tech giant鈥檚 experts in artificial intelligence research and to conduct experiments using Google Cloud’s TPU/GPU high performance computing clusters, which can run mathematical models with millions of parameters. 鈥淲ithout the Google Grant, for us, it鈥檚 mission impossible,鈥� Xu said. 鈥淲e cannot prove our mathematical computations. These computers will allow us to get real results and show that our program outperforms other programs. I enjoy the collaboration with Google because we get to work on a solution to a real world problem. Industry gives us better and more practical problems to solve.鈥� The researchers see this technology having useful applications across many areas, including customer service, computer-based employee training, and education. 鈥淭here may come a day when people don鈥檛 need to hire a human tutor,鈥� Xu said. 鈥淧erhaps if people have questions about mathematics, physics, chemistry, and other subjects, a computer can hear their questions and give a precise answer and people can tutor themselves. This will be especially valuable for K-12 and higher education.鈥� This research will serve as the basis for Cakaloglu鈥檚 dissertation. Cakaloglu plans to graduate in 2019 and hopes to continue working with Google in future research collaborations. 鈥淲orking with the Google researchers is also very important,鈥� he said. 鈥淎s a researcher, although we follow the trends in AI to solve problems, those people are at the center of AI research, so they know what kind of solution the system needs.鈥� In addition to his research, Cakaloglu founded the Arkansas AI Club, which already has nearly 100 members. 鈥淲e want to raise the public awareness about artificial intelligence in Arkansas and promote collaborations with people interested in the area of artificial intelligence,鈥� Cakaloglu said. 鈥淲e believe there are multiple industry problems that can be solved using AI in Arkansas.鈥� The researchers see a need for more artificial intelligence researchers in the state since they see AI as the next big revolution in technology. 鈥淎rtificial intelligence will change the way people do business,鈥� Xu said. 鈥淚t will be accepted that AI will be the next big revolution, the same way that the Internet changed the world. AI is the next technology that can change the way we live. 鈥淚 think it鈥檚 important to increase the learning of AI across the state so that young talent, high school students, and young professionals can get better educational opportunities and collaborations, so they will have a better future and better jobs. It will hopefully also attract some high tech companies and industry to the area. There is a big shortage of talent. The industry will not be successful here if they cannot find enough people with sufficient expertise in artificial intelligence.鈥�]]>