conftrace_

taxonomy construction

15 papers

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Co-occurring keywords

large language model (13587) ontology learning (28) graph optimization (61) knowledge graph (1837) pretrained language model (1030) knowledge representation (301) hierarchical classification (240) benchmark evaluation (1556) synonym analysis (1) social intelligence (27)

Papers

Building Data-Driven Occupation Taxonomies: A Bottom-Up Multi-Stage Approach via Semantic Clustering and Multi-Agent Collaboration EMNLP 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media ACL 2025
End-to-End Ontology Learning with Large Language Models NIPS 2024
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024
Topic Taxonomy Construction from ESG Reports COLING 2024
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future ACL 2024
Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction NAACL 2022
Constructing Taxonomies from Pretrained Language Models NAACL 2021
Empower Entity Set Expansion via Language Model Probing ACL 2020
Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020
Comparing Constraints for Taxonomic Organization NAACL 2018
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances EMNLP 2017
Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction EMNLP 2015