Soft Contamination Means Benchmarks Test Shallow Generalization | ScienceToStartup | ScienceToStartup

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References (28)

[1]

Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks

2025Yauhen Babakhin, Radek Osmulski et al.

[2]

LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks

2025Xin Zhou, M. Weyssow et al.

[3]

ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning

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"A method to detect soft contamination in LLM training data affecting benchmark performance."

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Soft Contamination Means Benchmarks Test Shallow Generalization

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References (28)

Founder's Pitch

"A method to detect soft contamination in LLM training data affecting benchmark performance."

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Soft Contamination Means Benchmarks Test Shallow Generalization

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References (28)

Founder's Pitch

"A method to detect soft contamination in LLM training data affecting benchmark performance."

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