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Home/Authors/Nazarii Shportun

Nazarii Shportun

1 indexed paper

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26

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NLP×1AI×1

Research Timeline

2026
ImmigrationQA: A Source-Grounded Dataset and Small-Model Adaptation for U.S. Immigration Law

The authors created ImmigrationQA, a large source-grounded QA dataset for U.S. immigration law, and fine-tuned a small language model (Llama 3.2 3B) on it, achieving a significant performance boost over base models.

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Papers

cs.CLcs.AIRecentMay 28, 2026

ImmigrationQA: A Source-Grounded Dataset and Small-Model Adaptation for U.S. Immigration Law

Nazarii Shportun

The authors created ImmigrationQA, a large source-grounded QA dataset for U.S. immigration law, and fine-tuned a small language model (Llama 3.2 3B) on it, achieving a significant performance boost ov…

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