APA (7th ed.) Citation

Roig, J. (2026). How Much Do LLMs Hallucinate in Document Q&A Scenarios? A 172-Billion-Token Study Across Temperatures, Context Lengths, and Hardware Platforms.

Chicago Style (17th ed.) Citation

Roig, JV. How Much Do LLMs Hallucinate in Document Q&A Scenarios? A 172-Billion-Token Study Across Temperatures, Context Lengths, and Hardware Platforms. 2026.

MLA (9th ed.) Citation

Roig, JV. How Much Do LLMs Hallucinate in Document Q&A Scenarios? A 172-Billion-Token Study Across Temperatures, Context Lengths, and Hardware Platforms. 2026.

Warning: These citations may not always be 100% accurate.