Subject
3 entries
2021st
Bookmarks
Top arXiv Machine Learning Papers in 2021
A community-ranked list of the top ML papers on arXiv in 2021 according to metacurate.io. A useful snapshot of what the ML research community considered most impactful at a pivotal year — just before diffusion models and ChatGPT reshaped the field.
CB Insights: State of AI Global 2021
CB Insights' 2021 State of AI report documents the record-breaking private market funding, dealmaking, and exit activity for AI companies globally, capturing the market right before the LLM era reshaped it. A useful historical benchmark for how differently the AI investment landscape looked before transformers became mainstream.
ML and NLP Research Highlights of 2021
Sebastian Ruder's annual ML/NLP research highlights for 2021 — covering foundation models, the prompting revolution, AlphaFold 2, diffusion models, and the growing focus on efficiency and responsible AI. The most useful single-document summary of where the field moved that year.