Just Pass Twice: Efficient Token Classification with LLMs for Zero-Shot NER

Implement a bidirectional inference wrapper for standard LLMs to perform zero-shot NER more efficiently. By allowing future-context visibility without full-context re-computation, this tool can significantly speed up entity extraction.

Suggested repo: bidirNER

"See the whole sentence without double the compute cost."

Estimated effort: 35h