salvacarrion/awesome-nlp

Review of NLP papers

Awesome NLP

Collection of NLP papers

• Embeddings
• Compression
• Metrics
• Question Answering
• Tokenization
• Transformers
• Translation
• Generic

Links

• Tokenizers: How machines read
• Efficient multi-lingual language model fine-tuning
• The Illustrated Transformer, Alammar, 2018
• The Illustrated GPT-2 (Visualizing Transformer Language Models), Alammar, 2019
• How GPT3 Works - Visualizations and Animations, Alammar, 2020
• Hierarchical Softmax, Lei Mao
• Noise Contrastive Estimation, Lei Mao
• Applying word2vec to Recommenders and Advertising, Chris McCormick