SC-Taxo adds bidirectional heading generation and peer semantic dependency modeling to LLMs to produce taxonomies with improved hierarchy alignment and heading quality on scientific literature benchmarks.
Massively multilingual sentence embeddings for zero-shot cross-lingual transfer and beyond.Transactions of the Association for Compu- tational Linguistics, 2019;7: 597–610
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SC-Taxo: Hierarchical Taxonomy Generation under Semantic Consistency Constraints using Large Language Models
SC-Taxo adds bidirectional heading generation and peer semantic dependency modeling to LLMs to produce taxonomies with improved hierarchy alignment and heading quality on scientific literature benchmarks.