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Open-sourcing PyText for faster NLP development 620 retweets

code.fb.com
PyText: Industrial-strength open source NLP package from Facebook AI: develop NLP models on PyTorch and deploy through ONNX. Pre-trained models for text classification, sequence tagging, joint intent-slot...

10 Exciting Ideas of 2018 in NLP 605 retweets

ruder.io
10 Exciting Ideas of 2018 in NLP: A collection of 10 ideas that I found exciting and impactful this year—and that we'll likely see more of in the future.

Oxford Deep NLP 2017 course 520 retweets

github.com
Oxford's "Deep Learning for NLP" - Just noticed the Videos, Slides, and Practicals are all up on the Github now!!!

NLP's ImageNet moment has arrived 421 retweets

thegradient.pub
New piece about a direction I'm super excited about: NLP's ImageNet moment has arrived gradientpub

Complete draft of a new textbook for NLP: Tha.... 340 retweets

github.com
Complete draft of a new textbook for NLP: Thanks to everyone who gave me edits and corrections! Stop me at NAACL2018 and I'll buy you a beer or a beignet.

Pytorch implementations of various Deep NLP models in cs-224n(Stanfor... 210 retweets

github.com
Pytorch implementations of many of the deep learning NLP models discussed in cs224n by Kim SungDong.

CS 11-747: Neural Networks for NLP 198 retweets

phontron.com
2019 edition of CMU "Neural Networks for NLP" is starting tomorrow! We'll post slides/lecture videos, feel free to follow along 2019 brings new classes on contextualized word representations (ELMo/BERT) and model interpretatio...

On-page SEO for Natural Language Processing (NLP) 108 retweets

www.briggsby.com
An overview of on-page SEO for natural language processing, including an introduction to NLP and 10 tips on how to write for NLP and Featured Snippets.

neural_transfer_learning_for_nlp.pdf 98 retweets

drive.google.com
In the meantime, here are the slides from my PhD defence presentation on Neural Transfer Learning for Natural Language Processing:

ML and NLP Publications in 2018 - Marek Rei 95 retweets

www.marekrei.com
It is time for another yearly update of the publication statistics in Machine Learning and Natural Language Processing. The field has continued to grow very rapidly, both in number of publications and number of attendees, breaking all sorts of previo...

An overview of the NLP ecosystem in R (nlproc textasdata) 86 retweets

www.bnosac.be
💬 Neat overview of NLP tools in rstats: "An overview of the NLP ecosystem in R" by bnosac /* actual outline is a static doc */

NLP textbook update! ( 1) The book is in prod.... 86 retweets

github.com
NLP textbook update! ( 1) The book is in production with mitpress, and I just finished reviewing a round of copy edits. I'm hoping for publication in 2019.

Repository to track the progress in Natural Language Processing (NLP),... 85 retweets

github.com
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. - sebastianruder/NLP-progress

Reinforcement / Imitation Learning in NLP, with Hal Daumé III by NLP H... 82 retweets

soundcloud.com
nlphighlights 75: haldaume3 explains how reinforcement learning is typically used in NLP. This is another episode giving an overview of a general area instead of covering a single paper. We've got a lot more like this coming up.

The Berkeley NLP Group 82 retweets

nlp.cs.berkeley.edu
Ocular, awesome open-source code for OCR of historical docs, is just released

Prodigy · An annotation tool for AI, Machine Learning & NLP 79 retweets

prodi.gy
We're proud to finally release Prodigy v1.0 ✨ Thanks to everyone who's been testing it! Prodigy is a modern annotation tool for training and evaluating machine learning models. It's cloud-free, scriptable and offers powerful active learning workflo...

Socially Responsible NLP 78 retweets

sites.google.com
You know how to do NLP. But do you consider fairness and ethical implications in your NLProc research? Learn the latest on Socially Responsible NLP from Yulia Tsvetkov, Vinod Prabhakaran and rfpvjr—Jun 1 afternoon NAACLHLT tutorial.

Repository to track the progress in Natural Language Processing (NLP)... 75 retweets

github.com
GitHub - sebastianruder/NLP-progress: Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Deep Learning for NLP Best Practices 73 retweets

ruder.io
Neural networks are widely used in NLP, but many details such as task or domain-specific considerations are left to the practitioner. This post collects best practices that are relevant for most tasks in NLP.

Stanford CoreNLP: A Java suite of core NLP tools. 72 retweets

github.com
Stanford CoreNLP: A Java suite of core NLP tools. Contribute to stanfordnlp/CoreNLP development by creating an account on GitHub.