Noam shazeer age. , 2020. Noam shazeer age

 
 , 2020Noam shazeer age  The AI Revolution is here

AI will use the funding to train its self-built models and expand. San Francisco 49ers. com Llion Jones Google Research llion@google. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. arXiv preprint. Generative AI chatbot startup Character. com MichaelMatena [email protected] WeiLi mweili@google. The chatbot lets users create and interact with real or fictional characters in a variety of roles, and it’s valued at $1 billion. com ABSTRACT In deep learning, models typically reuse the same parameters for all inputs. Niki designed, implemented, tuned and evaluated countless model variants in our original codebase and tensor2tensor. Attention is all you need. Character. "We're ecstatic," Miriam Shazeer, Noam's mother, said by phone from Swampscott. We extend current models to deal with two key challenges present in this task: cor-pora and. arXiv preprint arXiv:1701. Gomez,. Image generation has been successfully cast as an autoregressive sequence generation or transformation problem. Under review as a conference paper at ICLR 2017 OUTRAGEOUSLY LARGE NEURAL NETWORKS: THE SPARSELY-GATED MIXTURE-OF-EXPERTS LAYER Noam Shazeer 1, Azalia Mirhoseiniy, Krzysztof Maziarz 2, Andy Davis , Quoc Le1, Geoffrey Hinton 1and Jeff Dean 1Google Brain, {noam,azalia,andydavis,qvl,geoffhinton,jeff}@google. Transformers are remarkably general-purpose: while they were initially developed for language translation specifically, they are now advancing the state of the art in domains ranging from computer. The Palo Alto-based Inceptive, which was founded in 2021 by Uszkoreit and Stanford University’s Rhiju Das to create “biological software” using Transformers, has built an AI software. The company deals with artificial intelligence, deep learning and chatbots. This is basically “research taste”—everyone should choose the type of research that makes them feel fulfilled, but not all research tastes are equally impactful. The latest tweets from @NoamShazeerConstructed by previous developers of Google's LaMDA, Noam Shazeer, and Daniel De Freitas, the beta model was made available to use by the public in September 2022. Listen to Character. com. The two-year-old company said on Thursday that it raised $150 million at a $1 billion valuation in a funding round led by Andreessen Horowitz. Variations on GLU are possible, using different nonlinear (or even linear) functions in place of sigmoid. 2019. Noam M. Noam proposed scaled dot-product attention, multi-head attention and the parameter-free position representation and became the other person involved in nearly every detail. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. has lived in Syosset, NY. has been crucially involved in every aspect of this work. 91. AI provides chatbot services based on large language models that generate responses and open. As far back as 2020, Mr. Noam proposed scaled dot-product attention, multi-head attention and the parameter-free position representation and became the other person involved in nearly every detail. May 17th, 2023, 11:19 AM PDT. Character. VIEW FULL REPORT . Noam Shazeer Google Brain [email protected] Shazeer helped spark the latest NLP revolution. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. Introduction. In Proceedings of the 13th. 91. Feel free to download and print. As a successful frontier in the course of research towards artificial intelligence, Transformers are considered novel deep feed-forward artificial neural network architectures that leverage self-attention mechanisms and can handle long-range correlations between the input-sequence items. I like research topics that are simple, general, and stand the. edu Łukasz Kaiser Google Brain [email protected] Nan Ding ∗ Google [email protected]. In this short pa-per, we measure the practical utility of this approach by fine-tuning pre-trained models toAli Ghodsi and Ben Horowitz. Constructed by previous developers of Google's LaMDA, Noam Shazeer, and Daniel De Freitas, the beta model was made available to use by the public in September 2022. ‘Let’s build a product now that can that can help millions and billions of people,’” Shazeer said. Gomezy University of Toronto aidan@cs. In this episode, you’ll learn what the most important themes that some of the world’s most prominent AI builders – from OpenAI, Anthropic. The dominant sequence transduction models are based on complex recurrent or convolutional neural networks in an encoder-decoder configuration. toronto. Attention is all you need. Expand. Exploring the limits of transfer learning with a unified text-to-text transformer. Noam Shazeer. AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE. com Illia Polosukhinz. Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Łukasz Kaiser, Noam Shazeer, Alexander Ku, Dustin Tran. com Google,MountainView,CA94043,USA Editor:IvanTitov. Ashish Vaswani Noam M. ai,. Crunchbase Harik and Shazeer spent years analyzing data on webpages, trying to understand clusters of words and how. 8% year-over-year to $3. Mountain View, CA. com Abstract Noam Shazeer works mostly in the field of Artificial intelligence, limiting it down to concerns involving Natural language processing and, occasionally, Transduction, Transfer of learning and Data set. Founded by two former Google employees Noam Shazeer and Daniel De Freitas, Character. In several recently proposed stochastic optimization methods (e. This information is crucial for deduplicating users, and ensuring you see your reviewing assignments. A Vaswani, P. The result is a sparsely-activated model – with anYears ago, Daniel De Freitas and Noam Shazeer, engineers at Google, had developed a ChatGPT-like conversational chatbot that could talk about philosophy and TV shows and make pun jokes. [email protected]. Robert Collins, Brenlyn Motlagh. The chatbots are based on neural large language models and use machine learning to generate words to strike a conversation. CoRR abs/1706. Exploring the limits of transfer learning with a unified text-totext. . in 2021 after helping to lead. The AI startup was founded by former Google employees Daniel De Freitas and Noam Shazeer. AI is a conversational artificial intelligence platform that uses large language models, deep. Niki designed, implemented, tuned and evaluated countless model variants in our original codebase and tensor2tensor. Gomezy University of Toronto aidan@cs. For winning the Putnam competition, Duke's mathematics department will receive $7,500, which Kraines says helps pay for student travel to national Mathematical Society meetings. (Shazeer et al. ICML 2018 · Noam Shazeer , Mitchell Stern ·. Posted September 25, 2023. By using complex algorithms and machine learning, the character’s personality, emotions,. ai, Midjourney, Anthropic, and Bard witnessed percentages of 22. This work generalizes a recently proposed model architecture based on self-attention, the Transformer, to a sequence modeling formulation of image generation with a tractable likelihood, and significantly increases the size of images the model can process in practice, despite maintaining significantly larger receptive fields per layer than typical. Ravi Teja Mullapudi, William R. com WeiLi mweili@google. com PeterJ. (Reuters) - Character. Shazeer et al. 100. , USA {elnota,bengio,noam}@google. AI is a truly extraordinary one. Noam Shazeer Employees 22. AI has raised $150 million in a new funding round led by Andreessen Horowitz that valued the AI chatbot startup at $1 billion, and it's in talks with cloud providers for more. They’ve gone on to launch startups including Cohere, which makes enterprise software, and Character. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. Tensor2Tensor for Neural Machine Translation. com Abstract Recurrent Neural Networks can be trained to produce sequences of tokens given some input, as exemplified by recent results in machine translation and image captioning. We demonstrate that such a giant model can be. Mobile number (617) 593-7729. The capacity of a neural network to absorb information is limited by its number of parameters. Niki designed, implemented, tuned and evaluated countless model variants in our original codebase and tensor2tensor. It runs on complex learning models to generate human-like text responses. com AdamRoberts∗ [email protected] Shazeer [email protected] the Limits of Transfer Learning with a Unified Text-to-Text Transformer. Liu and Mohammad Saleh and Etienne Pot and Ben Goodrich and Ryan Sepassi and Lukasz Kaiser and Noam Shazeer}, year = {2018}, eprint = {1801. It is added to the overall loss function of the model L= ‘ ori +k‘ aux with a constant multiplier k, where ‘ aux is defined in line (13) of algorithm 1, and the term c e=SCharacter. Jared Lichtarge | Chris Alberti | Shankar Kumar | Noam Shazeer | Niki Parmar | Simon Tong. January 2022 The Journal of Machine Learning Research, Volume 23, Issue 1. Niki designed, implemented, tuned and evaluated countless model variants in our original codebase and tensor2tensor. Media Contact. Bringing together their expertise with Google Cloud’s. AI allows people to chat with virtual versions of celebrities like Billie Eilish or anime characters, while. toronto. com Google, Mountain View, CA 94043, USA Editor: Alexander Clark Abstract In deep learning, models typically reuse the same parameters for all inputs. Find more content from our AI Revolution series on. Noam proposed scaled dot-product attention, multi-head attention and the parameter-free position representation and became the other person involved in nearly every detail. NoamShazeer∗ [email protected]%: Gold medal: Results may not be complete and may include mistakes. This work introduces a Sparsely-Gated Mixture-of-Experts layer (MoE), consisting of up to thousands of feed-forward sub-networks, and applies the MoE to the tasks of language modeling and machine translation, where model capacity is critical for. Advances in neural information. The researchers, Daniel De Freitas and Noam Shazeer,. Noam Shazeer Google Brain noam@google. Noam Shazeer noam@google. This age group contributes to the company’s unique positioning as a provider of entertaining and personalized AI companions. Google Scholar Cross Ref; Brian Kuhlman, Gautam Dantas, Gregory C Ireton, Gabriele Varani, Barry L. com Aidan N. But advancing the state-of-the-art across a broad set of natural language tasks has been hindered by training instabilities and uncertain quality during fine-tuning. The effectiveness of transfer learning has given rise to a diversity of approaches, methodology, and practice. Capital Ventures, and Paul Buchheit. The NIPS 2017 accepted paper, Attention Is All You Need, introduces Transformer, a model architecture relying entirely on an attention mechanism to draw global dependencies between input and output. In Proceedings of ICLR . Users have shaped the platform with chatbots that resemble popular characters and engage in romantic role. Located in San Jose-Sunnyvale-Santa Clara, CA Metropolitan Area. We show that Meena can conduct conversations that are more sensible and specific than existing state-of-the-art chatbots. Gomez, Łukasz Kaiser, and Illia Polosukhin. Noam Shazeer, CEO and founder of character. com Google,MountainView,CA94043,USA Editor:IvanTitov. AI after spending most of his 21+ year career as an engineer Google. The best result we found for your search is Noam M Shazeer age -- in Mountain View, CA in the Moffett-whisman neighborhood. Gomez, Lukasz Kaiser, Illia Polosukhin: Attention is All you Need. In Advances in Neural Information Processing Systems, pages 5998-6008, 2017. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. Mixture. Noam Shazeer 是谷歌最重要的早期员工之一。他在 2000 年底加入谷歌,直到 2021 年最终离职。 曾经,Noam Shazeer 和同事 Georges Harik 花了数年时间分析网页上的数据,理解词组及其协同工作原理。Noam Shazeer1 Abstract Autoregressive sequence models based on deep neural networks, such as RNNs, Wavenet and the Transformer attain state-of-the-art results on many tasks. De Freitas previously led the project team that created a chatbot called Language Model for Dialogue Applications. 08083) consist of the component-wise product of two linear projections, one of which is first passed through a sigmoid function. Attention is All you Need. Recent work has shown that self-attention is an effective way of modeling tex-tual sequences. . William Fedus, Barret Zoph, Noam Shazeer; 23(120):1−39, 2022. 1. Recent work has shown that self-attention is an effective way of modeling textual sequences. ai or Character AI) is a neural language model chatbot service that can generate human-like text responses and participate in contextual conversation. 7 billion. 0M in total equity funding and is backed by Andreessen Horowitz, Elad Gil, SVA, A. AI. ai uses large language models, the technology that. 2020. Using ACM Digital Library. Now you’re in! Click on a character you would like to talk to. com AdamRoberts∗ [email protected] Harik and Noam Shazeer created the underlying data that led to AdSense. Users have shaped the platform with chatbots that resemble popular characters and engage in romantic role. AI CEO Noam Shazeer said: “We’ve recognised the power and strength of Google Cloud’s technology from day one. Niki designed, implemented, tuned and evaluated countless model variants in our original codebase and tensor2tensor. ,2021). Noam Shazeer:神秘创业者. In NIPS. Liu. has been crucially involved in every aspect of this work. Character AI is a Chatbot Website based on large-scale natural language training, created by Noam Shazeer and Daniel De Freitas in September 2022. Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu. The AI Revolution is here. CoRR abs/1701. The best result we found for your search is Noam M Shazeer age -- in Mountain View, CA in the Moffett-whisman neighborhood. . 03762 ( 2017) [i8] Lukasz Kaiser, Aidan N. In this work, we generalize a recently proposed model architecture based on self-attention, the Transformer, to a sequence modeling formulation of image generation with a tractable likelihood. Google Scholar; Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, and Jeff Dean. Attention is all you need. Phone | Current Address | Public Records | Criminal Records. Top Result for Noam Shazeer. The Sunday Times’ tech correspondent Danny Fortson brings on Noam Shazeer, founder of Character. Here’s an example in which I asked it to. Liu [email protected] Shazeer, 46 Shira Shazeer, 42. 2019. 02150 ( 2019) last updated on 2019-11-11 18:38 CET by the dblp team. The first skill in research is coming up with or choosing a topic to work on. Of course, it’s no ordinary team that can build an end-to-end platform to achieve a goal as lofty as AI companionship, but the leadership team at Character. Res. Corpus ID: 204838007; Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer @article{Raffel2019ExploringTL, title={Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer}, author={Colin Raffel and Noam M. Adafactor: Adaptive learning rates with sublinear memory cost. Attention is all you need. 0 license. 339: 2018: Scaling local self-attention for parameter efficient visual backbones. AI, spoke to Bay Area Inno about why they left Alphabet Inc. Photo via Getty. We introduce a Sparsely-Gated Mixture-of-Experts layer (MoE), consisting of up to thousands of feed-forward. . Romal Thoppilan Daniel De Freitas Jamie Hall Noam Shazeer Apoorv K ulshreshtha. Character. Top Result for Noam Shazeer. In image-class conditional generation we condition on an embedding of one of a small number of image classes. N Shazeer, Y Cheng, N Parmar, D Tran, A Vaswani, P Koanantakool,. Noam Shazeer and Daniel de Freitas founded Character. ‘Let’s build a product now that can that can help millions and billions of people,’” Shazeer said. Noam Shazeer; Niki Parmar;. 10683(2019). com Aidan N. Using TPU meshes of up to 512 cores, we. Each team member also receives $500. AI investment in 2023 to date has surpassed the full-year amount in 2020 of $1. Colin Raffel. [email protected] Shazeer noam@google. Enter email addresses associated with all of your current and historical institutional affiliations, as well as all your previous publications, and the Toronto Paper Matching System. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. 0 license. Business / By Gennaro Cuofano / June 29, 2023 According to his LinkedIn profile, researcher Noam Shazeer “ invented much of the current revolution in large. ,2017;2018;Lepikhin et al. com Google,MountainView,CA94043,USA Editor:IvanTitov. roberts-etal-2020-much. ai, founded by Noam Shazeer, the longest-serving Googler in the group who was seen as an AI. Gomez, Lukasz Kaiser, and Illia Polosukhin. However, they are difficult to parallelize and are thus slow at processing long sequences. AI’s latest move in cofounder and CEO Noam Shazeer’s bet that people will want to interact with a variety of different chatbot personas, rather than having. ai, Noam Shazeer has 11. Łukasz Kaiser 1Noam Shazeer Alexander Ku 2 3 Dustin Tran4 Abstract Image generation has been successfully cast as an autoregressive sequence generation or trans-. SpAtten: Efficient Sparse Attention. special issue of the journal «Social Psychology of Childhood, Adolescence and Adulthood» focuses on such an area as age - related social psychology. Noam M Shazeer, age 45: 20 Rock Ave, Swampscott, MA 01907 (781) 593-7729, (781) 595-8705, (781) 598-5996: Noam M Shazeer: 455 Forest Ave, Palo Alto, CA 94301 (650) 462-1855: Noam M Shazeer, age 45: 84 County Rd, Ipswich, MA 01938: Noam Shazeer: Hawthorne Ave, Palo Alto, CA 94301: Noam Shazeer: 2040 Cowper St, Palo Alto, CA. Shazeer; Published in arXiv. Summary. Noam Shazeer. Achieved state-of-the-art results on NLP benchmarks like ANLI, Natural Questions, WebQuestions and TriviaQA. Advances in neural information processing systems 30. Noam Shazeer and Daniel De Freitas – previous founders of Google’s LaMDA: OpenAI: Release Date: September 2022: November 2022: Main Features: Range of conversational AI chatbots tailored to represent the views and attributes of different characters or public figures. They launched their own company, Character Technologies, and. Female . Etienne Poty, Ben Goodrich, Ryan Sepassi, Łukasz Kaiser, Noam Shazeer Google Brain Mountain View, CA fpeterjliu,msaleh,epot,bgoodrich,rsepassi,lukaszkaiser,noamg@google. The Journal of Machine Learning Research 21 (1), 5485-5551. particularly within the 18 to 24 age demographic. , 2017. Nature, 537(7620):320, 2016. 2019. Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. 1. In Advances in neural information processing systems. Forbes Lists. . com Abstract Neural network scaling has been critical for improving the model quality in many real-world machine learning applications with vast amounts of training data and compute. 339: 2018: Scaling local self-attention for parameter efficient visual backbones. View Full Report. Ignacio Moreno, Samy Bengio, Noam Shazeer Google Inc. com MichaelMatena [email protected], founded by Noam Shazeer, the longest-serving Googler in the group, who was seen as an AI. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)For a bit of background, Character AI was created by former Google engineers Noam Shazeer and Daniel De Freitas. Character. Noam Shazeer, Niki Parmar, Jakob Uszko-reit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. Google Scholar Digital Library; Alex M Lamb, Anirudh Goyal Alias Parth Goyal, Ying Zhang, Saizheng Zhang, Aaron C. 2017. COM Yonghui Wu YONGHUI@GOOGLE. 07470 ( 2016 )Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones,Aidan N Gomez, Lukasz Kaiser and Illia Polosukhin (2017). Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. ai, and CNBC's Deidre Bosa and Steve Kovach, joins 'The Exchange' to discuss how large language models use publicl. View Fact file. We verify experimentally that the resulting models can indeed be much faster to decode, and incur. Gateway Group, Inc. Attention is all you need. CoRR abs/1911. Abstract. David: Talk about the actual elements of design itself and the tools that you provide. com. In:Advances in neural information processing systems,pp. Related People & Companies. AI founder and CEO Noam Shazeer joins Ed Ludlow to discuss the rise of generative AI and its many potential applications, and why he is skeptical about the. Achieved 4-7x pre-training speedups over T5 models and successfully trained the first trillion parameter language model through model sparsity. William Fedus, Barret Zoph, and Noam Shazeer. 2017. IEEE, 2016. Gated Linear Units ( arXiv:1612. Gateway Group, Inc. Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Advances in neural information processing systems 31, 2018. com Abstract In this paper we present a data-driven, integrated approachto speaker verification, which maps a test utterance and a few re f-erence utterances directly to a single score for verificatio n andmetadata version: 2021-01-21. The company refers to its offering as a. com. De Freitas and Mr. We propose a new simple network architecture, the Transformer, based. Founded in 2021 by former Google engineers Noam Shazeer and Daniel De Freitas, unicorn startup Character. The group chat feature is Character. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Possible relatives for Shira Shazeer include Jessie Dubosse, Laura Williams, Thurma Dubose and several others. 11150, 2019. AI is open to. Each RM is trained for. Self-reference occurs on multiple timescales, from motifs to phrases to reusing of entire. The AI startup was founded by former Google employees Daniel De Freitas and Noam Shazeer. com Llion Jones Google Research llion@google. Exploring the limits of transfer learning with a unified text-to-text transformer. Google Scholarhas been crucially involved in every aspect of this work. 97745. The biggest difference between Character AI and other Chatbots is that the website has pre-created many chat characters, such as celebrities, historical and fictional characters. Perplexity. As shown in Figure4, the undiscov-. Talk about the actual tasks and some of the upleveling that you envision now that we have AI. 1145/contrib-99659048083author-do-series. AI is a startup that allows people to chat with virtual versions of celebrities like Billie Eilish or anime characters, while creating their own chatbots and AI assistants. Unless you’ve lived in a cave for the last few months, you’ve heard of ChatGPT. machine learning researcher. . In Proceedings of the 31st International Conference on Neural Information Processing Systems(NIPS). The best performing models also. Noam Shazeer; Niki Parmar;. AuxiliarylossFollowing Shazeer et al. William Fedus*, Barret Zoph*, Noam Shazeer. Gomez, Lukasz Kaiser, Illia Polosukhin: Attention Is All You Need. In this work, we address these challenges and finally realize the promise of conditional computation, achieving greater than 1000x improvements in model capacity with only minor losses in computational efficiency on modern GPU clusters. Attention is all you need. (Shazeer et al. Founded by Noam ShazeerView Noam Shazeer’s profile in 2021, Character. No American team at the competition has ever included any girls, although teen-age girls are common on other. In this work we instead build on the Transformer, a recently proposed network architecture based on self-attention, to model the conditional distributions in similar factorizations. AI in November 2021. NIPs 2017. Founders Noam Shazeer and Daniel De Freitas, are both Google. Find Noam Shazeer's phone number, address, and email on Spokeo, the leading online directory for contact information. Noam proposed scaled dot-product attention, multi-head attention and the parameter-free position representation and became the other person involved in nearly every detail. Revenue declined 9. He combines Transformer and Nonlinear system in his studies. Outrageously large neural networks: The sparsely-gated mixture-of-experts layer. Retrieved from Google Scholar;Noam Shazeery Google Brain William Fedus Google Brain ABSTRACT Scale has opened new frontiers in natural language processing – but at a high cost. Babak Damavandi, Shankar Kumar, Noam Shazeer, Antoine Bruguier: NN-grams: Unifying neural network and n-gram language models for Speech Recognition. Liu. By Jeff Prosise. [40] Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. Character. AI in November 2021. Mix-ture of Experts (MoE) models defy this and instead select different parameters for each incoming example. Alexey Dosovitskiy∗, Lucas Beyer∗, Alexander Kolesnikov∗, Dirk. NIPS 2017: 5998-6008. Age: 46 years old . toronto. In com-Character. All structured data from the main, Property, Lexeme, and EntitySchema namespaces is available under the Creative Commons CC0 License; text in the other namespaces is available under the Creative Commons Attribution-ShareAlike License;. Outrageously large neural networks: The sparsely-gated mixture-of-experts layer. VIEW FULL REPORT . com. Palo Alto. Noam Shazeer, a software engineer for Google's AI research unit, later joined the project. Suplemental reading:Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. San Francisco 49ers.