New York Seasonal Jobs

Job Information

NYU Rory Meyers College of Nursing Assistant Research Scientist -Part time summer in New York

This research assistantship requires the selected candidate to work on analysis of learned NLG evaluation metrics (transformer models trained using regression to predict quality of a generated text such as dialog response or machine translation) in presence of quality drifts (i.e. shift in data distribution due to changes in NLG models over time, such as transition from seq-2-seq models of text generation to using GPT based models for the same). Additionally, the assistant will build experiments around approaches that can help mitigate the impact of quality drift and improve robustness of NLG evaluation metrics. This will be a short duration research project.

Responsibilities:

  • You will be working with dialog response evaluation and machine translation evaluation datasets.

  • You will be reading and staying up to date with the latest research in the field of building evaluation metrics for NLG evaluation.

  • You will run experiments to reproduce published research results, combining published research to obtain results in novel settings, and drive research towards building better unbiased and robust evaluation metrics.

  • You will be required to attend weekly meetings with the supervising professor and provide weekly updates on research experiments.

  • You will be required to perform critical thinking on existing research, and empirical results obtained from experiments carried out to excel in this role.

DirectEmployers