![]() ![]() Iyer, Urvashi Khandelwal, Hannah Rashkin and Asli Celikyilmaz, co-located with NAACL 2019. On June 6, 2019, I co-organized a workshop on Methods for Optimizing and Evaluating Neural Language Generation ( NeuralGen), together with Antoine Bosselut, Marjan Ghazvininejad, Srinivasan.On September 7, 2019, I gave a talk on Transfer learning in NLP at the Data Science fwdays'19 in Kyiv, Ukraine. ![]() On September 19, 2019, I gave a talk in the AI Assistant Summit track at Re-Work Deep Learning in London, UK.On October 25, 2019, I gave a talk at France is AI in Paris, France.On January 17, 2020, I gave a talk at Transformers at Work symposium in Amsterdam, Netherlands.On February 2-4, 2020, I co-teached the NLPL Winter School with Yoav Goldberg symposium in Skeikampen, Norway ,.On February 4, 2020, I gave a (remote) talk at the Sydney NLP meetup in Sydney, Australia.On March 4, 2020, I gave a talk at INRIA ALMAnaCH in Paris, France.On March 16, 2020, I gave a talk at NLP Zurich meetup in Zurich, Switzerland.On April 16, 2020, I gave a talk at ODSC East 2020 in Boston, MA, USA.On June 13, 2020, I gave a talk at fwdays’20 conference in Kyiv, Ukraine.On September 24, 2020, I gave a webinar with Analytics Vidhya online.On September 30, 2020, I gave a talk at the Ray Summit 2020 online.On October 26, 2020, I gave a keynote at VISxAI the IEEE Workshop on Visualization for AI Explainability.On November 19, 2020, I gave a invited speak at SCAI workshop at EMNLP 2020.On November 20, 2020, I gave a tutorial on language generation titled The Amazing World of Neural Language Generation with Yangfeng Ji, Antoine Bosselut and Asli Celikyilmaz.On May 6, 2021, I gave two talks at both ICLR Social on Open Collaboration in ML and the Workshop on Enormous Language Models at ICLR 2021.On May 6, 2021, I gave a talk at the ICLR Social on Open Collaboration in ML at ICLR 2021.On October 21, 2021, I gave a talk at Allen School NLP Speaker Series at University of Washington.On March 28-29, 2022, I gave a keynote and two talks at the Applied Machine Learning Days in EPFL in Lausanne, Switzerland.On October 6, 2022, I gave a talk at the Forty Hub in Utrecht, NL.How you can make your Python NLP module 50-100 times faster by use spaCy's internals and a bit of Cython magic! Womes with a Jupyter notebook with examples processing over 80 millions words per sec. □ 100 Times Faster Natural Language Processing in Python.⛵ Learning Meaning in Natural Language Processing - The Semantics Mega-ThreadĪ summary, overview and map of a huge discussion on learning meaning in NLP that happened on Twitter in August 2018 with more than a 100 comments and great inputs from Matt Gardner, Yoav Goldberg, Sam Bowman, Emily M.I wrote a post gathering practical tips I use, from simple tricks to multi-GPU code & distributed setups But SGD usually needs more than few samples/batch for decent results. I've spent most of 2018 training models that could barely fit 1-4 samples/GPU. □ Training Neural Nets on Larger Batches: Practical Tips for 1-GPU, Multi-GPU & Distributed setups.I used to be a teacher during my PhD and I do miss teaching. I will try to continue writing things like that when I like to explain clearly what I have learned and this has lead to a few blog posts that were quite interesting to other as well I guess (they totalise over a quarter million views at the end of 2018). ![]()
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