arXiv (All)
open access
Language-Conditioned Token and Reasoning Efficiency in Large Language Models: A Paired Cross-Lingual Study Protocol
Large language models incur language-dependent representation and inference costs, but existing comparisons often conflate input language, assigned observable-trace language, and answer realization. We specify a prospective paired study that separates these interfaces while holding the semantic item
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Choosing the Right Language Mode at Inference Time for Multilingual Reliability#927921
- Lost in Reordering: Structural Sensitivity of Multilingual LLMs under Semantics-Preserving Perturbations#926425
- Apples to Apples? Towards Comparable Crosslingual Language Model Evaluation#793915
- Apples to Apples? Towards Comparable Crosslingual Language Model Evaluation#789896
- Optimizing Large Language Models: Metrics, Energy Efficiency, and Case Study Insights#139146
Record · ID 1199569
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive