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Long Context coverage.

Every story in the WeSearch catalog tagged with #long-context, chronological, with view counts. Subscribe to the per-tag RSS feed to follow this topic in your reader of choice.

2 stories tagged with #long-context, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.

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TOWARDS DATA SCIENCE

Long Context vs. Short Context Model: When Does a Long Context Model Win?

Balancing context capability against cost, speed, and data The post Long Context vs. Short Context Model: When Does a Long Context Model Win? appeared first on Towards Data Science…

68 views ·
#artificialintelligence#machinelearning#nlp
ARXIV CS.AI

RoPE Distinguishes Neither Positions Nor Tokens in Long Contexts, Provably

We identify intrinsic limitations of Rotary Positional Embeddings (RoPE) in Transformer-based long-context language models. Our theoretical analysis abstracts away from the specifi…

23 views ·
#artificial intelligence#machine learning#computation

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