arXiv (All)
open access
Evaluation Awareness Shifts from Format to Context with Model Scale
Evaluation awareness poses an unprecedented threat to model evaluation, but the mechanisms by which models detect it remain unknown. This study focuses on determining this and identifying contrasting mechanisms between smaller and larger models. While smaller models use the prompt's format sensitivi
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
- SafeLLM4SE: Statistical Evaluation and Reporting for LLM-based Software Engineering Systems#1141337
- SafeLLM4SE: Statistical Evaluation and Reporting for LLM-based Software Engineering Systems#1122364
- Do Not Trust the Benchmark: Limitations of General LLM Rankings and a Case for Task-Specific Evaluation#1048945
- Towards Intrinsic Interpretability of Large Language Models:A Survey of Design Principles and Architectures#31283
- Evaluating large language model performance in Risk of Bias assessments: A cross-sectional validation study.#358209
Record · ID 1036802
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