LLMBridge: An LLM Pipeline for End-to-end Referential Bridging Resolution in English

In three linesLLMBridge is an LLM-based system for end-to-end referential bridging resolution in English. The pipeline combines heuristic pre/post-processing with LLM natural language inference capabilities. Evaluated on ISNotes, BASHI, and GUMBridge, it outperforms previous state-of-the-art systems on all three datasets in both end-to-end and gold anaphor settings.

Summary generated by Claude — human-verified