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.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construc- tion to Evolving Research Corpora
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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.