Catégorie : NLP
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GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion – ACL Anthology
https://www.aclweb.org/anthology/2020.coling-main.426/!~OMSelectionMarkerStart~!!~OMSelectionMarkerEnd~!
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Best NLP competitions on Kaggle (to learn from) – YouTube
https://m.youtube.com/watch?v=-nH4OSyjwSI!~OMSelectionMarkerStart~!!~OMSelectionMarkerEnd~!
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The Language Interpretability Tool (LIT): Interactive Exploration and Analysis of NLP Models
https://ai.googleblog.com/2020/11/the-language-interpretability-tool-lit.html?m=1 The Language Interpretability Tool (LIT): Interactive Exploration and Analysis of NLP Models Posted by James Wexler, Software Developer and Ian Tenney, Software Engineer, Google Research As natural language processing (NLP) models… ai.googleblog.com
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Comet ❤️ Hugging Face 🤗
https://www.comet.ml/site/comet-hugging-face-integration/ Comet ❤️ Hugging Face 🤗 Get started with auto-logging model metrics and parameters to Comet from the Hugging Face transformers library. www.comet.ml
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Hugging Face Transformers – Get started !
https://www.kaggle.com/funtowiczmo/hugging-face-transformers-get-started Hugging Face Transformers – Get started ! | Kaggle We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. By using Kaggle, you agree to our use of cookies. www.kaggle.com
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An introduction to transfer learning in NLP and HuggingFace with Thomas Wolf – YouTube
https://m.youtube.com/watch?v=t86G11tfVNw
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GitHub – deepset-ai/haystack: Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace’s Modelhub…
https://github.com/deepset-ai/haystack/
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GitHub – huggingface/datasets: 🤗 Fast, efficient, open-access datasets and evaluation m etrics for Natural Language Processing in PyTorch, TensorFlow, NumPy and Pandas
https://github.com/huggingface/datasets
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GitHub – huggingface/pytorch_block_sparse: Fast Block Sparse Matrices for Pytorch
https://github.com/huggingface/pytorch_block_sparse
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Bert: Step by step by Hugging face – The Startup – Medium
https://medium.com/swlh/bert-step-by-step-b7ff47fcfbe
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GitHub – huggingface/nlp: 🤗 nlp: datasets and evaluation metrics for Natural Language P rocessing in NumPy, Pandas, PyTorch and TensorFlow
https://github.com/huggingface/nlp
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A Step by Step Guide to Tracking Hugging Face Model Performance | huggingface-demo | W&B
https://app.wandb.ai/jxmorris12/huggingface-demo/reports/A-Step-by-Step-Guide-to-Tracking-Hugging-Face-Model-Performance–VmlldzoxMDE2MTU
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Working with Hugging Face Transformers and TF 2.0 – Towards Data Science
https://towardsdatascience.com/working-with-hugging-face-transformers-and-tf-2-0-89bf35e3555a
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Transfer Learning on HuggingFace BERT – Sentence correctness classification
https://www.youtube.com/watch?v=WiHvs1PmZ_4&feature=youtu.be
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GitHub – huggingface/awesome-papers: Papers & presentations from Hugging Face’s weekly science day
https://github.com/huggingface/awesome-papers
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Approaching (almost) Any NLP Problem
https://www.slideshare.net/mobile/abhishekkrthakur/approaching-almost-any-nlp-problem
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Production Machine Learning Pipeline for Text Classification with fastText
https://blog.valohai.com/production-machine-learning-pipeline-text-classification-fasttext
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Hugging Face launches popular Transformers NLP library for TensorFlow | VentureBeat
https://venturebeat.com/2019/09/26/hugging-face-launches-popular-transformers-nlp-library-for-tensorflow/
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oborchers/Fast_Sentence_Embeddings: Compute Sentence Embeddings Fast!
https://github.com/oborchers/Fast_Sentence_Embeddings/
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https://openai.com/blog/gpt-2-6-month-follow-up/
https://openai.com/blog/gpt-2-6-month-follow-up/
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Google open-sources Live Transcribe’s speech engine | VentureBeat
https://venturebeat.com/2019/08/16/google-open-sources-live-transcribes-speech-engine/
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12 NLP Researchers, Practitioners & Innovators You Should Be Following
https://www.kdnuggets.com/2019/08/nlp-researchers-practitioners-innovators-should-follow.html
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Megatron-LM: Entering the Frontiers of NLP
https://blog.exxactcorp.com/megatron-lm-unleashed-nvidias-transformer-megatraon-lm-is-the-nlp-model-ever-trained/
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Natural Language Processing (NLP) Tutorial | NLP Training | Intellipaat – YouTube
https://m.youtube.com/watch?v=KVxIx8f_VpM
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GitHub – huggingface/pytorch-transformers: 👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
https://github.com/huggingface/pytorch-transformers#quick-tour
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Natural Language Processing (NLP) Techniques for Extracting Information | Search Technologies
https://www.searchtechnologies.com/blog/natural-language-processing-techniques
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Natural Language Processing (NLP) Tutorial | NLP Training | Intellipaat – YouTube
https://m.youtube.com/watch?v=KVxIx8f_VpM