Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models

Phyllis Ang, Bhuwan Dhingra, Lisa Wu Wills

With many real-world applications of Natural Language Processing (NLP) comprising of long texts, there has been a rise in NLP benchmarks that measure the accuracy of models that ca…