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Principal Researcher

Company: Microsoft Corporation
Location: Bellevue
Posted on: May 11, 2022

Job Description:

Our team in Microsoft Azure AI is working on cutting-edge ML models research to power Microsoft AI products and build it as a service to serve many external applications. The team is focused on applying deep learning techniques to solve AI problems such as conversational AI, question answering, and entity recognition to various customer-facing products. In addition, we work on customization and large-scale language models pre-training for AI services.We are a hybrid team at the intersection of research and product, with positions ranging from researchers and applied scientists to software engineers. Our team has the flexibility to tackle challenging and exciting research problems that are highly related to product requirements. Publication in top conferences as a byproduct is encouraged with lots of opportunities to collaborate with researchers, professors, - and students from top universities, as well as mentoring summer interns. We track and work on state-of-the-art natural language processing (NLP) models targeting high-visibility and world-class AI leaderboards. We have previously held the top positions in a few of them, such -#1 in -, -, -, -, SQuAD, and significant human parity achievements in both GLUE and SuperGLUE. -We are seeking an experienced senior researcher to design and develop cutting-edge natural language capability for research activities, -product-driven research to improve customer engagement, as well as advancing existing NLP research. We are looking for a passionate, creative, analytical individual who loves NLP, deep learning, or machine learning and wants to ship products quickly at massive scale. -Some of our ongoing projects include the model adaptation in large-scale model like GPT-3 (check our work LoRA) and its applications to GPT-3-powered applications , - Natural Language to code with its applications in Microsoft Power Platform and github copilot, - customization and adaptation of large language models, language model pre-training, -content moderation and controllable generation in generative language models, and conversation summarization

Keywords: Microsoft Corporation, Bellevue , Principal Researcher, Education / Teaching , Bellevue, Washington

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