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Danqi Chen

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The Frontier between Retrieval-augmented and Long-context Language ModelsThe Future of Language Models and Transformers 20252025-03-31
Presentation argues that retrieval-augmented models still lack a reliable training recipe because joint updating of encoder and datastore forces costly…
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Discussion SessionSpecial Year on Large Language Models and Transformers, Part 1 Boot Camp2024-09-04
A wide-ranging discussion maps specific research bets and failures: controlled data and open‑source training to test combinatorial creativity and diffusion…
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Training Large Language Models: Practices and Research QuestionsSpecial Year on Large Language Models and Transformers, Part 1 Boot Camp2024-09-04
Comprehensive pipeline coverage focuses on concrete claims, tools and numbers: influence-based selection picks 5% of instruction examples and can outperform…
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