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https://stochasticsandbox.com/posts/paper-of-the-week-2026-04-17/
Paper of the Week — Lossless Prompt Compression via Dictionary-Encoding and In-Context Learning:...
Apr 17, 2026 - Lossless prompt compression via dictionary encoding lets LLMs analyze repeated data at a fraction of token cost — no external tools, just in-context learning.
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https://datalakehousehub.com/knowledgebase/dictionary-encoding/
What is Dictionary Encoding? | Expert Data Lakehouse & AI Glossary
A compression technique replacing repetitive high-cardinality values with small integer keys referencing a lookup dictionary.
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