This repo contains notes and highlights on scientific papers that I read.
Colors:
- yellow - the most important
- red - tough but useful
- green - examples
| Topic | Subtopic | Notes | Title | Link |
|---|---|---|---|---|
| CV | U-Net | U-Net: Convolutional Networks for Biomedical Image Segmentation | arxiv | |
| NLP | cIE | ReLiK | ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget | arxiv |
| Embeddings | GloVe | GloVe: Global Vectors for Word Representation | aclanthology | |
| Word2Vec 1 | Efficient Estimation of Word Representations in Vector Space | arxiv | ||
| Word2Vec 2 | Distributed Representations of Words and Phrases and their Compositionality | arxiv | ||
| LLM | Transformer | Attention Is All You Need | arxiv | |
| RAG | RAG4NLP | Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | arxiv | |
| RL | Go game | AlphaGo Lee | Mastering the game of Go with deep neural networks and tree search | nature |
| AlphaGo Zero | Mastering the game of Go without human knowledge | nature | ||
| Life2Vec | Using sequences of life-events to predict human lives | nature |