Tag:

nlp

(4)

Some Intuition on Attention and the Transformer

What's the big deal, intuition on query-key-value vectors, multiple heads, multiple layers, and more.

21 May 2023  ·  8 min  ·  deeplearning nlp llm

Text-to-Image: Diffusion, Text Conditioning, Guidance, Latent Space

The fundamentals of text-to-image generation, relevant papers, and experimenting with DDPM.

27 Nov 2022  ·  19 min  ·  deeplearning nlp survey

NLP for Supervised Learning - A Brief Survey

Examining the broad strokes of NLP progress and comparing between models

16 Aug 2020  ·  23 min  ·  nlp deeplearning survey

Beating the Baseline Recommender with Graph & NLP in Pytorch

Beating the baseline using Graph & NLP techniques on PyTorch, AUC improvement of ~21% (Part 2 of 2).

13 Jan 2020  ·  17 min  ·  recsys deeplearning nlp python 🛠

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