In the news
Introducing GLiNER2.5: Efficient Span-Free Information Extraction with Schema-Driven Interface
Fastino · Published · 3 min read
In 30 seconds
- What happened
- GLiNER2.5 released with boundary prediction architecture replacing span enumeration, handling longer documents and unlimited entity lengths efficiently.
- Why it matters
- Information extraction engineers building document processing, knowledge graphs, or contract analysis systems needing scalable entity and relation extraction.
- Watch out
- Source text is incomplete and cuts off mid-code. Joint decoding guarantees schema-valid outputs but requires declaring constraints upfront; unclear how beam search scales with complex schemas.
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- information extraction
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