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2010.12813
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Constructing Taxonomies from Pretrained Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
24 October 2020
Catherine Chen
Kevin Lin
Dan Klein
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Papers citing
"Constructing Taxonomies from Pretrained Language Models"
16 / 16 papers shown
Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study
Tanay Aggarwal
Angelo Salatino
Francesco Osborne
Enrico Motta
146
0
0
28 Aug 2025
A Hybrid AI Methodology for Generating Ontologies of Research Topics from Scientific Paper Corpora
Alessia Pisu
Livio Pompianu
Francesco Osborne
Diego Reforgiato Recupero
Daniele Riboni
Angelo Salatino
193
0
0
06 Aug 2025
Science Hierarchography: Hierarchical Organization of Science Literature
Muhan Gao
Jash Shah
Weiqi Wang
Daniel Khashabi
Daniel Khashabi
707
5
0
18 Apr 2025
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Ning Yang
Zhengyuan Zhu
Zeyu Zhang
Chengkai Li
257
4
0
11 Apr 2025
Hierarchical Selective Classification
Neural Information Processing Systems (NeurIPS), 2024
Shani Goren
Ido Galil
Ran El-Yaniv
BDL
442
7
0
19 May 2024
Ontology Completion with Natural Language Inference and Concept Embeddings: An Analysis
Na Li
Thomas Bailleux
Zied Bouraoui
Steven Schockaert
264
7
0
25 Mar 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation
Thilo Spinner
Rebecca Kehlbeck
Rita Sevastjanova
Tobias Stähle
Daniel A. Keim
Oliver Deussen
Mennatallah El-Assady
438
5
0
12 Mar 2024
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples
International Conference on Information and Knowledge Management (CIKM), 2024
Qingkai Zeng
Yuyang Bai
Zhaoxuan Tan
Shangbin Feng
Zhenwen Liang
Zhihan Zhang
Meng Jiang
AI4CE
239
26
0
12 Feb 2024
A Vision Check-up for Language Models
Computer Vision and Pattern Recognition (CVPR), 2024
Pratyusha Sharma
Tamar Rott Shaham
Manel Baradad
Stephanie Fu
Adrian Rodriguez-Munoz
Shivam Duggal
Phillip Isola
Antonio Torralba
VLM
LRM
386
45
0
03 Jan 2024
Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies
Jared Strader
Nathan Hughes
William Chen
Alberto Speranzon
Luca Carlone
3DV
405
46
0
18 Dec 2023
Probing Pretrained Language Models with Hierarchy Properties
Jesús Lovón-Melgarejo
José G. Moreno
Romaric Besançon
Olivier Ferret
L. Tamine
277
3
0
15 Dec 2023
Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction
Boqi Chen
Fandi Yi
Dániel Varró
211
35
0
04 Sep 2023
Open Relation and Event Type Discovery with Type Abstraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sha Li
Heng Ji
Jiawei Han
318
18
0
30 Nov 2022
COMPS: Conceptual Minimal Pair Sentences for testing Robust Property Knowledge and its Inheritance in Pre-trained Language Models
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Kanishka Misra
Julia Taylor Rayz
Allyson Ettinger
532
19
0
05 Oct 2022
GitRanking: A Ranking of GitHub Topics for Software Classification using Active Sampling
Software, Practice & Experience (SPE), 2022
Cezar Sas
A. Capiluppi
Claudio Di Sipio
Juri Di Rocco
Davide Di Ruscio
198
12
0
19 May 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction
Devansh Jain
Luis Espinosa Anke
198
15
0
10 Feb 2022
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