Research index
Research Papers
Landmark AI papers, explained in plain language without the jargon.
Attention Is All You Need
Transformer architecture
GPT-3: Language Models are Few-Shot Learners
OpenAI
Training Language Models to Follow Instructions (InstructGPT)
OpenAI
LLaMA: Open and Efficient Foundation Language Models
Meta
Constitutional AI: Harmlessness from AI Feedback
Anthropic
Chain-of-Thought Prompting Elicits Reasoning
DeepSeek-R1: Incentivizing Reasoning Capability
DeepSeek
Mixtral of Experts
Mistral AI
Gemini: A Family of Highly Capable Multimodal Models
Sparks of Artificial General Intelligence: GPT-4
Microsoft Research
Retrieval-Augmented Generation for Knowledge-Intensive NLP
Meta/HuggingFace
LoRA: Low-Rank Adaptation of Large Language Models
Microsoft
Direct Preference Optimization
Stanford
Mamba: Linear-Time Sequence Modeling
CMU/Princeton
Toolformer: Language Models Can Teach Themselves to Use Tools
Meta
Questions
About this research papers directory
How many research papers does TheLLMWiki track?
15 as of the latest update, with more added as the field moves.
How current is this directory?
Entries are reviewed and expanded regularly — if something looks out of date, the individual page is the best place to check.
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