Empirical Comparison
otherentity
ID: empiricalcomparison
Related Papers
Effective Tag Set Selection in Chinese Word Segmentation via Conditional Random Field Modeling
. This paper is concerned with Chinese word segmentation, which is regarded as a character based tagging problem under conditional random field framework. It is different in our method that …...
An Analysis of Active Learning Strategies for Sequence Labeling Tasks
Active learning is well-suited to many prob- lems in natural language processing, where unlabeled data may be abundant but annota- tion is slow and expensive. This paper aims to shed …...
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics
AbstractMeasuring bias is key for better understanding and addressing unfairness in NLP/ML models. This is often done via fairness metrics, which quantify the differences in a model’s behaviour across a …...