2024
The Effect of Data Partitioning Strategy on Model Generalizability: A Case Study of Morphological Segmentation
NAACL 2024long
Recent work to enhance data partitioning strategies for more realistic model evaluation face challenges in providing a clear optimal choice. This study addresses these challenges, focusing on morphological segmentation and synthesizing limitations related to language diversity, adoption of multiple…