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Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

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longcotagentssmsurveyevaluationawsome-listlarge-language-modelslong-context-modelingpapersawesome-listlong-term-memoryblogslength-extrapolationbenchmarkcompressragtransformerllm

A curated awesome-list of must-read papers and blogs on long-context modeling for large language models. Its topic tags indicate coverage of length extrapolation, context compression, RAG, benchmarks and evaluation, transformers, SSMs, agents, and long-term memory.

Use it as a starting reading list when you need to survey how LLMs handle long contexts without hunting for papers yourself.

Use it to

  • Survey long-context modeling research
  • Find papers on length extrapolation
  • Locate long-context benchmarks and evaluation work
  • Explore context compression and RAG literature
  • Track blogs alongside academic papers

For Researchers and engineers studying long-context LLMs

Role
awesome-list
Licence
MIT
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102
Last push
2026-08-17
topicsawesome-listlong-contextpaperssurveylength-extrapolationevaluation