[OPEN AI] - Data Contamination of Closed-Source LLMs
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The Synopsis: Open AI has released Large Language Models (LLMs), such as ChatGPT 3.5 and ChatGPT 4.0, to facilitate researching and creating content. However, Open AI’s LLMs have been subject to data contamination; data contamination is a phenomenon in which the LLMs are evaluated on which the data they were trained. Researchers from the Charles University, Faculty of Mathematics and Physics Institute of Formal and Applied Linguistics have researched 255 papers and estimated that 42% of the papers have leaked into the two ChatGPT models from 263 datasets over 4.7 million samples; thus, the researchers have analyzed papers on which the data contamination has happened, and they have provided evaluations, recommendations, and a project to which other research can contribute their findings.
[OPEN AI] - Data Contamination of Closed-Source LLMs
[OPEN AI] - Data Contamination of…
[OPEN AI] - Data Contamination of Closed-Source LLMs
The Synopsis: Open AI has released Large Language Models (LLMs), such as ChatGPT 3.5 and ChatGPT 4.0, to facilitate researching and creating content. However, Open AI’s LLMs have been subject to data contamination; data contamination is a phenomenon in which the LLMs are evaluated on which the data they were trained. Researchers from the Charles University, Faculty of Mathematics and Physics Institute of Formal and Applied Linguistics have researched 255 papers and estimated that 42% of the papers have leaked into the two ChatGPT models from 263 datasets over 4.7 million samples; thus, the researchers have analyzed papers on which the data contamination has happened, and they have provided evaluations, recommendations, and a project to which other research can contribute their findings.