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scientific articles
a scientific article presents the research question, the method, data and conclusions of the authors. this list brings together works that i consult when studying artificial intelligence and agent systems.
references_
Interpretable Context Methodology: Folder Structure as Agentic Architecture
proposes to use a folder structure as an architecture for agents; i apply this approach in the organization of my workspaces with AI
read articleAttention Is All You Need
presents the transformer architecture, adopted by most of the current language models
read articleChain-of-Thought Prompting Elicits Reasoning in Large Language Models
evaluates how examples with intermediate steps affect the performance of the model in reasoning tasks
read articleLost in the Middle: How Language Models Use Long Contexts
measures how the position of information in a long context affects the ability of the model to find it
read articleReAct: Synergizing Reasoning and Acting in Language Models
proposes to switch reasoning steps with actions in external tools or environments
read articleRetrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
combines text generation with searching for external sources before producing the answer
read articleConstitutional AI: Harmlessness from AI Feedback
evaluates the use of written principles to guide the behavior of language models
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These are my personal collections.
