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The Future of (Transfer Learning in) Natural Language Processing
Transfer Learning in Natural Language Processing (NLP): Open questions, current trends, limits, and future directions.
natural-language-processing transfer-learning tutorial video
Neural Networks for NLP (CMU CS 11-747)
This class will start with a brief overview of neural networks, then spend the majority of the class demonstrating how to apply neural networks to ...
natural-language-processing course carnegie-mellon neural-networks
NLP for Developers: Shrinking Transformers | Rasa
In this video, Rasa Senior Developer Advocate Rachael will talk about different approaches to make transformer models smaller.
model-compression distillation pruning transformers
Illustrated Guide to Transformers: Step by Step Explanation
In this post, we’ll focus on the one paper that started it all, “Attention is all you need”.
transformers illustrated natural-language-processing tutorial
101 Ways to Solve Search - Dair AI ft. Pratik Bhavsar
A comprehensive overview of explaining how NLP is used for search.
search hybrid-search semantic-search query-augmentation
NeuralCook — Image2Ingredients and Cooking Recommendation
Deep learning application to identify ingredients from cooking dishes images and recommend dishes to cook, given a set of ingredients.
cooking text-generation recommendation-systems joint-embeddings
Building Level 3 Conversational AI Assistants
Presentations, panels, and fireside chats addressing all topics related to the creation of Level 3 AI assistants.
conversational-ai chatbot level-3 video
Transformer Reinforcement Learning
Leandro von Werra tells us about his new library which enables you to fine-tune GPT-2 towards a higher-level objective (sentiment of the generated text).
transformers reinforcement-learning natural-language-processing video
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