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A friend of mine who is about to start a career in artificial intelligence research recently asked what I wish I had known when I started two years ago. Below are some lessons I have learned so far. They range from general life lessons to relatively specific tricks of the AI trade. I hope others find them useful. I was initially very intimidated by my colleagues and hesitant to ask basic questions that might betray my lack of expertise. It was many months before I felt comfortable enough with a few colleagues to ask questions, and still my questions were carefully formulated.

Google Research Paper Reveals a Shortcoming in Search

Google research papers
Google research papers
Google research papers

Publications – Google Research

Publishing our work allows us to share ideas and work collaboratively to advance the field of computer science. These include optimizing internal systems such as scheduling the machines that power the numerous computations done each day, as well as optimizations that affect core products and users, from online allocation of ads to page-views to automatic management of ad campaigns, and from clustering large-scale graphs to finding best paths in transportation networks. Other than employing new algorithmic ideas to impact millions of users, Google researchers contribute to the state-of-the-art research in these areas by publishing in top conferences and journals. Google is deeply engaged in Data Management research across a variety of topics with deep connections to Google products. We are building intelligent systems to discover, annotate, and explore structured data from the Web, and to surface them creatively through Google products, such as Search e. The overarching goal is to create a plethora of structured data on the Web that maximally help Google users consume, interact and explore information.

AI/ML Papers with Code Everywhere - CatalyzeX

Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field. Our researchers publish regularly in academic journals, release projects as open source, and apply research to Google products. Researchers across Google are innovating across many domains.
A Review in Verse Upon submitting our paper, "Poetic" Statistical Machine Translation: Rhyme and Meter , to be reviewed for the EMNLP conference, we expected that the reviewers would be surprised, and hopefully enjoy the paper, but we did not expect a response in verse. In order to preserve it for posterity, we provide it here. From an anonymous reviewer: This paper has an admirable objective; one that would have most of us spewing invective. Can current SMT systems be hacked to translate verse with its form intact?
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