Measuring and Reducing Model Update Regression in Structured Prediction for NLP

Deng Cai, Elman Mansimov, Yi-An Lai +3

Recent advance in deep learning has led to the rapid adoption of machine learning-based NLP models in a wide range of applications. Despite the continuous gain in accuracy, backwar…