Deep Learning, NLP, NMT, AI, ML
Have you ever wished for a magic box that could create art? I am usually a bad artist😔, but often times with creative ideas. I wished to have a magic box that could produce amazing artwork by thinking about it.
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As always, October was an eventful month for the Python community this year. It brought the final Python 3.11 release, a few beta versions of the next major releases of popular Python libraries, and some exciting developments in the Python community. Here’s a quick recap of the most interesting happenings from October 2022. The Python 3.11 Release By far, this month’s most exciting event was the release of Python 3.11, overshadowing a few other interesting news items. October was chosen […]
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Here are my monthly highlights from paper machine translation and multilinguality that appeared on arXiv, many of them preprints from the upcoming EMNLP conference. Folks from Amazon published a pre-print that introduces a simple method of how to make pre-trained multilingual representation more robust towards noisy inputs. It is a very straightforward approach: they sample typos based on Wikipedia logs and use those during model training. In addition, they add a contrastive loss that forces the noisy versions of sentences […]
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Over the past few months, I had done quite a number of courses in Machine Learning (the popular ones) — Machine Learning by Andrew Ng, and the first three courses of the Deep Learning Specialisation. Just as I was thinking whether to move on to Convolutional Neural Networks or not, I thought it would be best to give myself a chance to implement what I’ve learnt so far. It would help me to strengthen my fundamentals, and that would definitely […]
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first of all, import the BeautifulSoup library from BS4 and request the library. from bs4 import BeautifulSoupimport requests The next
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Photo by Roman
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Word Sense Disambiguation is the task of understanding the meaning of the focus/target word’s meaning in the context of the sentence. Paper: https://arxiv.org/pdf/1908.07245.pdf
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Photo by Lyman
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In September 2022, the Python 3.11.0rc2 release candidate version became available for you to test and stay on top of Python’s latest features. This release is the last preview version before the final release of Python 3.11.0, which is scheduled for October 24, 2022. Python’s latest bugfix versions, including 3.10.7, have introduced breaking changes to cope with a security vulnerability that affects the str to int conversion and can leave you open to DDoS attacks. As usual, the Python ecosystem […]
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