Span Categorization For Multi Span Classification

via “span categorization for multi-span classification”

Industrial-strength NLP library for production use.

Unique: Provides span-level classification as a distinct component from NER, enabling fine-grained categorization of pre-identified spans. Supports overlapping spans and multiple categories per span, unlike NER which assumes non-overlapping entity boundaries.

vs others: More flexible than NER for overlapping or fine-grained classification; simpler than building custom span classification models; integrates into pipeline unlike standalone classifiers.