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Prikvačeni tweet
A year ago when I gave a presentation explaining the Transformer model, there were only a handful of published papers on the topic. Look at how far we've got, BERT, GPT-2, and now XLNet (https://arxiv.org/abs/1906.08237 ) are all contributing to the new leap in NLP.https://youtu.be/OYygPG4d9H0
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GitHub Repo Spotlight №19 Today's pick is a library that can extract structured information from any kind of sentence: https://github.com/snipsco/snips-nlu … Snips is a great library for NLU. It can transform text into a structured JSON format.
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GitHub Repo Spotlight №18 Today's pick is a library for scalable NLP, called Spark-NLP: https://lnkd.in/dv2zDEg It runs on Spark, either on a cluster of CPUs or GPUs. It is also easily configurable for both in-house cluster setups and cloud-based ones.
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GitHub Repo Spotlight №17 a deep learning library that can be used to train Transformer models (like BERT, ALBERT, DistilROBERTA and more) quickly and effectively, it's called fast-bert: https://github.com/kaushaltrivedi/fast-bert …
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GitHub Repo Spotlight №16 Today's pick is a package that merges the functionalities of one of the best machine learning libraries, scikit-learn, with one of the arguably best deep learning libraries, PyTorch. Its name is skorch: https://github.com/skorch-dev/skorch …
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GitHub Repo Spotlight №15 With FitBERT you can fill in the blanks within a sentence, namely you can mask out any word in the sentence and given a list of replacement options for that word, FitBERT will select the best one: https://github.com/Qordobacode/fitbert …
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GitHub Repo Spotlight №14 An NLP toolkit that is built around sentence understanding tasks, its called jiant: https://github.com/nyu-mll/jiant Jiant will help you fast and effectively pre-train transfer learning models for various multitask learning problems.
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GitHub Repo Spotlight №13 A closed domain question answering system called cdQA: https://github.com/cdqa-suite/cdQA cdQA uses BERT to create a question answering system for various specific domains and it would be a great addition to improve your Intranet search.
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GitHub Repo Spotlight №12 A package that incorporates almost all imaginable readability index functions, it's called "textstat": https://github.com/shivam5992/textstat … With "textstat" you can measure how complex any given kind of text is.
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GitHub Repo Spotlight №11 An implementation of a Plug and Play Language Models (PPLM) from Uber: https://github.com/uber-research/PPLM … If you work a lot with text generation and you are having problems running GPT-2 in production, your best bet is to try PPLM.
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GitHub Repo Spotlight №10 Today's pick is a package for cleaning tabular data, PyJanitor: https://github.com/ericmjl/pyjanitor … It gives you access to a lot of cleaning functions that can make your DataFrames more consistent.
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GitHub Repo Spotlight №9 Today's pick is a package that let's you automatically extend your textual training data and generate similar sentence examples using Transformer based models:https://github.com/makcedward/nlpaug …
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- GitHub Repo Spotlight №8 Today's pick is a great library that enables data scientists and data engineers to write data related tests faster. It's called "great expectations": https://github.com/great-expectations/great_expectations …
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Ivan Bilan proslijedio/la je Tweet
@DeepL is now using adjacent sentences as context! I mentioned on the TAUS call that I had noticed DeepL seems to be doing it. Just now@KirchnerGeorg showed me an example that confirms it. Beautiful to see this is now reality.pic.twitter.com/qEz25btupt
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Ivan Bilan proslijedio/la je TweetHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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- GitHub Repo Spotlight №7 Today's pick is a compendium of all latest impactful NLP papers from the top NLP conferences: https://github.com/soulbliss/NLP-conference-compendium … It currently comprises links to papers from ACL and EMNLP for several years.
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- GitHub Repo Spotlight №6 NLP library that incorporates many Deep Learning-based models into one easy to use package called gobbli: https://github.com/RTIInternational/gobbli …
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- GitHub Repo Spotlight №5 Seq2seq library Headliner: https://github.com/as-ideas/headliner …, a great way to train and deploy your seq2seq models.
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- GitHub Repo Spotlight №4 Today's pick is an Entity Matching approach that allows you to pre-train a Deep Learning model on any labeled data you might have: https://github.com/anhaidgroup/deepmatcher …
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Ivan Bilan proslijedio/la je Tweet
As of today, we have about eighteen years to go until the Y2038 problem occurs.
But the Y2038 problem will be giving us headaches long, long before 2038 arrives.
I'd like to tell you a story about this.Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
As usual, the rest of the list can be found under:https://github.com/ivan-bilan/nlp-and-ds-repo-spotlight …
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