The Galaxy's Guide to the Tokenizer: A Benchmark for Scientific Foundation Models

  • 类型：arxiv
  • 标识：2606.25610
  • 链接：https://arxiv.org/abs/2606.25610
  • 主分类：evaluation
  • 形态：survey
  • 被引：0
  • 被引来源：Semantic Scholar + OpenAlex
  • S2被引：0
  • OpenAlex被引：0
  • 影响力被引：0
  • TLDR：It is found that reconstruction and representation quality are decoupled, and no single method consistently performs best across the tasks considered here and no single method consistently performs best across the tasks considered here.
  • OpenAlex ID：W7165918571
  • OpenAlex DOI：10.48550/arxiv.2606.25610
  • DOI：10.48550/arxiv.2606.25610
  • DOI来源：OpenAlex
  • 开放获取：green
  • 开放获取链接：https://doi.org/10.48550/arxiv.2606.25610
  • OpenAlex更新：2026-07-19
  • 待LLM分类：否
  • 标题中文：The Galaxy's Guide to the Tokenizer: A Benchmark for Scientific Foundation Models
  • TLDR中文：研究发现重建质量与表示质量是解耦的；在所考察的任务中，没有任何单一方法能够在所有任务上稳定取得最优表现。
  • 来源文件：
  • /inbox/tom/_candidates/2026-06-30-rag-retrieval-reranking-candidates.json
  • [S2 enrich]
  • [OpenAlex backfill]