ml-nlp-paper-discussions

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ml-nlp-paper-discussions

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📄 A repo containing notes and discussions for our weekly NLP/ML paper discussions.

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# ML and NLP Paper Discussions
One of our community-driven efforts it to discuss interesting ML or NLP papers and foster an inclusive, safe, and open platform that allows it. This repository contains notes and discussions for our weekly NLP paper discussions. You will find notes, questions, and other findings and topics the community found interesting.

Interested to join these discussions in the future? Check out our future events [here](https://www.meetup.com/dair-ai/) and join the discussion in our [Slack group](https://join.slack.com/t/dairai/shared_invite/zt-dv2dwzj7-F9HT047jIGkunNKv88lQ~g).

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### July 4, 2020

**Paper:** [A Simple Framework for Contrastive Learning of Visual Representations](https://arxiv.org/abs/2002.05709)

**Authors:** Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey Hinton

**Notes:** [Link](https://paper.dropbox.com/doc/Paper-Reading-and-Discussion-9--A2al~HR1N3EMdDc1i5E~frGZAQ-YcElLFMumDGiQ4Nki5C9S)

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### June 20, 2020

**Paper:** [VirTex: Learning Visual Representations from Textual Annotations](https://arxiv.org/abs/2006.06666)

**Authors:** Karan Desai, Justin Johnson

**Notes:** [Link](https://paper.dropbox.com/doc/Paper-Reading-and-Discussion-8--A2N2KR_PEDmhBCqAODbbxIK_Ag-zVv0uUjeK3qpWqJzLQwxh)

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### June 13, 2020

**Paper:** [When BERT Plays the Lottery, All Tickets Are Winning](https://arxiv.org/abs/2005.00561)

**Authors:** Sai Prasanna, Anna Rogers, Anna Rumshisky

**Notes:** [Link](https://paper.dropbox.com/doc/Paper-Reading-and-Discussion-7--A1gVayeFFZZo7O~OoPWRH2e9AQ-5vJi4alY1xWfPbYgYTXLA)

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### June 06, 2020

**Paper:** [Language Models are Few-Shot Learners](https://arxiv.org/abs/2005.14165)

**Authors:** Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, Dario Amodei

**Notes:** [Link](https://paper.dropbox.com/doc/Paper-Reading-and-Discussion-6--A1V~9uD3FwlBjigsVJBE6Z4lAg-fMEWzWjW0Xq6bhBXT11lf)

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### May 30, 2020

**Paper:** [Experience Grounds Language](https://arxiv.org/abs/2004.10151)

**Authors:** Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph Turian

**Notes:** [Link](https://paper.dropbox.com/doc/Paper-Reading-and-Discussion-5--A098XeKqUMq3ZtCH3XODeLztAQ-4vriLyFYCjuu52Gzk5rYA)

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### May 23, 2020

**Paper:** [On the relationship between self-attention and convolutional layers](https://arxiv.org/pdf/1911.03584.pdf)

**Authors:** Jean-Baptiste Cordonnier, Andreas Loukas & Martin Jaggi

**Notes:** [Link](https://paper.dropbox.com/doc/Paper-Reading-and-Discussion-4--A0eG77kx91HVGoivVJEfFdSmAQ-9SGkOfQkbtnLg3Sg1kXKu)

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### May 16, 2020

**Paper:** [TLDR: Extreme Summarization of Scientific Documents](https://arxiv.org/abs/2004.15011)

**Authors:** Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld

**Notes:** [Link](https://paper.dropbox.com/doc/Paper-Reading-and-Discussion-3--A0B95YiDTCXqQEv7gqSpsuRJAQ-gOVGQbJHNyRC8ZUaWQwVw)

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### May 2, 2020
**Paper:** [Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer](https://arxiv.org/abs/1910.10683)

**Authors:** Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Liu

**Notes**: [Link](https://paper.dropbox.com/doc/Paper-ReadingDiscussion-1--AzNoZ91dKst3bh6CiQ9CCT9tAQ-Bv3fHWQgHCMdAaQtMXsoH)

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