THIVLVC improves Latin dependency parsing via retrieval from a treebank and LLM refinement of UDPipe outputs, gaining +17 CLAS on Seneca poetry and +1.5 on Aquinas prose.
Cosine similarity wherevq and vs are the TF-IDF vectors of word forms for q and s: simtfidf(q, s) = vq · vs ∥vq∥ ∥vs∥
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THIVLVC: Retrieval Augmented Dependency Parsing for Latin
THIVLVC improves Latin dependency parsing via retrieval from a treebank and LLM refinement of UDPipe outputs, gaining +17 CLAS on Seneca poetry and +1.5 on Aquinas prose.