conftrace_

taxonomy construction

15 papers

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Co-occurring keywords · papers mentioning both

large language model (5) ontology learning (3) graph optimization (2) knowledge graph (2) pre-trained language model (2) knowledge representation (2) hierarchical classification (2) benchmark evaluation (2) synonym analysis (1) social intelligence (1)

Papers

Building Data-Driven Occupation Taxonomies: A Bottom-Up Multi-Stage Approach via Semantic Clustering and Multi-Agent Collaboration EMNLP 2025 LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media ACL 2025 TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025 CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024 DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation Interspeech 2024 End-to-End Ontology Learning with Large Language Models NeurIPS 2024 Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future ACL 2024 Topic Taxonomy Construction from ESG Reports COLING 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