2 papers
cs.CL2025
Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
Shuaiqi Wang, Vikas Raunak, Arturs Backurs +7
Differentially private (DP) synthetic data generation is a promising technique for utilizing private datasets that otherwise cannot be exposed for model training or other analytics…
cs.CL2024
On Instruction-Finetuning Neural Machine Translation Models
Vikas Raunak, Roman Grundkiewicz, Marcin Junczys-Dowmunt
In this work, we introduce instruction finetuning for Neural Machine Translation (NMT) models, which distills instruction following capabilities from Large Language Models (LLMs) i…