Entity Contrastive Learning in a Large-Scale Virtual Assistant System. - Jonathan Rubin; Jason Crowley; George Leung; Morteza Ziyadi; Maria Minakova (ACL (industry), 2023)

Influence Scores at Scale for Efficient Language Data Sampling. - Nikhil Anand; Joshua Tan; Maria Minakova (EMNLP, 2023)

Comprehensive Benchmarking of Entropy and Margin Based Scoring Metrics for Data Selection. - Anusha Sabbineni; Nikhil Anand; Maria Minakova (CoRR, 2023)