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nfiedel
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nfiedel 28. sij
Excited to share some of our research into open-domain dialog and natural language response generation (NLG)! Paper: Huge thanks to a fantastic group of collaborators! and more.
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Google AI 18. pro
Check out a novel approach to out-of-distribution detection, applied to a new benchmark dataset of genomic sequences, that enables a model to better discriminate between anomalous data and that used in training. Learn all about it below ↓
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Adam Roberts 13. pro
I'm so excited about the program we've put together for Saturday's 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.
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Adam Roberts 9. pro
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! 👇 (1/3)
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Arvind Neelakantan 1. stu
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: 1/4
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Colin Raffel 24. lis
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: Code/models/data/etc: Summary ⬇️ (1/14)
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Ian Simon 16. ruj
We ( + + + + ) have now released a Colab notebook where you can play around with some Transformer models for generating piano performances: And the models are trained on transcribed YouTube recordings!
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Arvind Neelakantan 13. ruj
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 :
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Monica Dinculescu 17. srp
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! 🎵 📝
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nfiedel 3. lip
Odgovor korisniku/ci @dmontauk @athuras @TensorFlow
Thanks for the intro. Adding @unclepeddy who kindly offered to help out.
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Douglas Eck 8. svi
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Rachael Tatman 15. sij 2019.
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.
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Anna Huang 13. pro 2018.
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 🎷 👂
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David Smith 28. stu 2018.
We are the first human beings to see a Mars sunset. Its quite a thought.
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Nikhil Thorat 13. stu 2018.
TensorFlow.js now in Ableton Live via Magenta.js and MaxMSP + Node. Achievement unlocked, congrats to the folks who made this possible!
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Jeff Dean 10. stu 2018.
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 & Hacker News comments. We've come a long way!
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Matt Gardner 5. stu 2018.
BLEU is Not Suitable for the Evaluation of Text Simplification, by Elior Sulem, Omri Abend, and Ari Rappoport. EMNLP 2018 short paper.
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Jeremiah Harmsen 4. stu 2018.
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! 🛠️🚀
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Jeff Dean 29. lis 2018.
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 at
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nfiedel 18. kol 2018.
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.
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