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FARM: Framework for Adapting Representation Models
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry.
transfer-learning natural-language-processing language-modeling transformers

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Haystack — Neural Question Answering At Scale
🔍 Transformers at scale for question answering & search
question-answering scale elastic-search transformers

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2020 Machine Learning Roadmap
2020-07-07 · A beginner mind map (and presentation) connecting many of the most foundational concepts in machine learning.
machine-learning data-science introduction beginner

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A Few Favorite Recipes in Computer Vision & Deep Learning
2020-08-02 · This blog post enlists a few of my favorite recipes in deep learning in the context of computer vision (as of August 2020).
self-supervised-learning simclr contrastive-learning representation-learning

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Finding Similar Documents with Transformers
2020-08-02 · How transformers can help us distill text documents into points in N-dimensional vector spaces.
semantic-search document-similarity similarity-search transformers

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NeuralQA - API and Visual Interface for Extractive QA
A Usable Library for Question Answering on Large Datasets with BERT
question-answering visualization bert natural-language-processing

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Self-supervised representation learning on videos
Everything you need to know about video-based approaches on self-supervised learning
self-supervised-learning video article

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DeText: A Deep Neural Text Understanding Framework
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks.
natural-language-processing natural-language-understanding detext code

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Simple Transformers
Transformers for Classification, NER, QA, Language Modeling, Language Generation, T5, Multi-Modal, and Conversational AI.
transformers named-entity-recognition question-answering language-modeling

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Deep Learning Techniques for NLP in Healthcare
2020-07-25 · A talk discussing the recent advancements of deep learning to facilitate the adaption of NLP in the healthcare domain.
health natural-language-processing deep-learning tutorial

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