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Excited to share some of our research into open-domain dialog and natural language response generation (NLG)! Paper: https://arxiv.org/abs/2001.09977 Huge thanks to a fantastic group of collaborators!
@xpearhead@lmthang@quocleix and more.https://twitter.com/GoogleAI/status/1222230622355087360 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Check out a novel approach to out-of-distribution detection, applied to a new benchmark dataset of genomic sequences, that enables a
#MachineLearning model to better discriminate between anomalous data and that used in training. Learn all about it below ↓https://goo.gle/2sCZz6OHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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I'm so excited about the program we've put together for Saturday's
#NeurIPS2019 ML for Creativity and Design Workshop 3.0. Aside from the amazing accepted talks and posters, we have a diverse set of invited speakers I want to highlight in this thread.https://neurips2019creativity.github.io/Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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As promised, we have made the Text-To-Text Transfer Transformer (T5) models much easier to fine-tune for new tasks, and we just released a Colab notebook where you can try it yourself on a free TPU!
http://tiny.cc/t5-colab
(1/3)pic.twitter.com/LU5scmhbIsPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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We explore a simple approach to task-oriented dialog. A single neural network consumes conversation history and external knowledge as input and generates the next turn text response along with the action (when necessary) as output. Paper: https://arxiv.org/pdf/1910.14613.pdf … 1/4pic.twitter.com/BjptMZBHvm
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New paper! We perform a systematic study of transfer learning for NLP using a unified text-to-text model, then push the limits to achieve SoTA on GLUE, SuperGLUE, CNN/DM, and SQuAD. Paper: https://arxiv.org/abs/1910.10683 Code/models/data/etc: https://git.io/Je0cZ Summary
(1/14)pic.twitter.com/VP1nkkHefB
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We (
@iansimon +@huangcza +@jesseengel +@fjord41 +@notwaldorf) have now released a Colab notebook where you can play around with some Transformer models for generating piano performances: https://magenta.tensorflow.org/piano-transformer … And the models are trained on transcribed YouTube recordings!Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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We are excited to release Taskmaster-1, a new task-oriented dialog dataset. We explore two methods for data collection, two-person and self-dialogs. Surprisingly self-dialogs are an effective way to collect dialog. Paper accepted to @emnlp2019 : https://arxiv.org/pdf/1909.05358v1.pdf …pic.twitter.com/gTj5ocfdrS
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There were *21.6M* harmonizations submitted by people to the Bach Doodle!
We are open sourcing this dataset along with a set of fun interactive visualizations to explore the data, discover some familiar top hits and even regional childhood songs!
https://magenta.tensorflow.org/bach-doodle-viz pic.twitter.com/8FrKcbQsOQ
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Wayne from
@theflaminglips Claire from@YACHT with@adarob and@jesseengel from@GoogleMagenta!pic.twitter.com/fDyIt2q9Ma
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I promised this a while ago and I finally delivered; I wrote a gosh-darn magnum opus on what I don't like about BLEU & some alternatives you can use instead.https://medium.com/@rtatman/evaluating-text-output-in-nlp-bleu-at-your-own-risk-e8609665a213 …
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Check out our new blog post on music transformer that generates minute-long pieces that I find myself listening to again! It also generates compelling harmonizations and realizes chord progressions. Which is your favorite? Ours is the Jazz
http://g.co/magenta/music-transformer …pic.twitter.com/KCs9d0BJdfPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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We are the first human beings to see a Mars sunset. Its quite a thought.pic.twitter.com/cM5UJojiPy
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TensorFlow.js now in Ableton Live via Magenta.js and MaxMSP + Node. Achievement unlocked, congrats to the folks who made this possible!https://twitter.com/ada_rob/status/1061768644676399104 …
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Hard to believe that 3 years ago, about 20 of us gathered early one morning in a conference room on the 4th floor of Bldg. 1900 for the open-source launch of TensorFlow, watching live Google Analytics stats of http://tensorflow.org & Hacker News comments. We've come a long way!https://twitter.com/TensorFlow/status/1060972928077053952 …
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BLEU is Not Suitable for the Evaluation of Text Simplification, by Elior Sulem, Omri Abend, and Ari Rappoport. EMNLP 2018 short paper. https://arxiv.org/abs/1810.05995
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TensorFlow Serving handles *millions* of QPS inside Google - and it just got easier for everyone to use! You can start with pre-built Docker images for GPU/CPU or compile an image optimised for your specific architecture - all with a single command. Ready for blastoff!

https://twitter.com/TensorFlow/status/1058408767707058176 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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AI is a powerful tool for improving society. I'm excited about our AI for Social Good program, focusing on both research & empowering the ecosystem. If you have ideas, submit to the AI Impact Challenge! We're funding the best ideas w/$25M. Learn more athttp://ai.google/social-good
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Great analysis and potential for CA to continue innovating and leading the way to large scale, sustainable energy production. If you ever have a chance, I recommend watching Daniel’s talks.https://twitter.com/dan_kammen/status/1030854544035471361 …
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The people who hid Anne Frank were breaking the law. The people who killed her were following it. “Following orders” “doing your job”, or “obeying the law” isn’t an excuse. Period.
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