Multi-field hybrid RAG on 13,329 Korean maritime tribunal reports boosts retrieval NormRecall@100 from 0.18 to 0.55 and LLM-as-a-judge generation score from 3.34 to 3.72.
Bge-M3 embedding: A multilingual, multi- function, multi-granularity text embedding model,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Multi-Field Hybrid Retrieval-Augmented Generation for Maritime Accident Root Cause Analysis
Multi-field hybrid RAG on 13,329 Korean maritime tribunal reports boosts retrieval NormRecall@100 from 0.18 to 0.55 and LLM-as-a-judge generation score from 3.34 to 3.72.