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.
Language mod- els are few-shot learners.Advances in Neural In- formation Processing Systems (NeurIPS), 2020;33: 1877–1901
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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.