CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection

no code implementations • 14 Mar 2022 • Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya

Another key contribution is the study of data valuation in the domain adaptation setting, where a data value estimator obtained using checkpoints from training trajectory in the source domain training dataset is used for data valuation in a target domain training dataset.

Data Valuation Domain Adaptation

Quality Signals in Generated Stories

no code implementations • SEMEVAL 2018 • Manasvi Sagarkar, John Wieting, Lifu Tu, Kevin Gimpel

We study the problem of measuring the quality of automatically-generated stories.

reinforcement-learning Reinforcement Learning (RL) +3