Researcher profile
Shivchander Sudalairaj
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Post-processing Private Synthetic Data for Improving Utility on Selected Measures
2023 · arXiv (Cornell University)
Existing private synthetic data generation algorithms are agnostic to downstream tasks. However, end users may have specific requirements that the synthetic data must satisfy. Failure to meet these requirements could significantly reduce the utility of …
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LAB: Large-Scale Alignment for ChatBots
2024 · arXiv (Cornell University)
This work introduces LAB (Large-scale Alignment for chatBots), a novel methodology designed to overcome the scalability challenges in the instruction-tuning phase of large language model (LLM) training. Leveraging a taxonomy-guided synthetic data generation process and …