Deeplearning from scratch

Deep learning skills from scratch 딥러닝 기초 지식들을 위해 공부한 레포지토리입니다.

Deeplearning Paper Reviews

idx	Task	Keyword	Title	Author	Link	Review Link	Code Review
1	NLP	Attention, Transformer	Attention is all you need	Google	Paper	Blog	Code
2	NLP	BERT	Pre-training of Deep Bidirectional Transformers for Language Understatnding	Google AI Language	Paper	Blog
3	LLM	RAG	Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks	Facebook AI Research	Paper	Blog
4	LLM	Agent, LLM	Augmented Language Models	Facebook AI Research	Paper	Blog
5	LLM	MoE, SMoE	Mixtral of Experts	Mistral AI	Paper	Blog
6	LLM	LoRA(PEFT)	Low-Rank Adaptation of LLM		Paper	Blog
7	LLM	HyDE	Precise Zero-shot Dense Retriever without Relevance labels		Paper	Blog
8	ASR	Contextual ASR	CTC-Assisted LLM-Based Contextual ASR		Paper	Blog
9	LLM	Lost in the Middle	How Language Models Use Long Contexts	Stanford Univ	Paper	Blog