John Steinbacher

Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text

2023 · arXiv (Cornell University)

For large-scale IT corpora with hundreds of classes organized in a hierarchy, the task of accurate classification of classes at the higher level in the hierarchies is crucial to avoid errors propagating to the lower …