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cs.CL2025
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
Jiacheng Liu, Taylor Blanton, Yanai Elazar +28
We present OLMoTrace, the first system that traces the outputs of language models back to their full, multi-trillion-token training data in real time. OLMoTrace finds and shows ver…
cs.CL2024★ 5 cited
LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions
Zhehui Liao, Maria Antoniak, Inyoung Cheong +5
The rise of large language models (LLMs) has led many researchers to consider their usage for scientific work. Some have found benefits using LLMs to augment or automate aspects of…