Distilling Hypernymy Relations from Language Models: On the
Effectiveness of Zero-Shot Taxonomy Induction

Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction

10 February 2022

Luis Espinosa Anke

Papers citing "Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction"

9 / 9 papers shown

Title
Science Hierarchography: Hierarchical Organization of Science Literature Muhan Gao Jash Shah Weiqi Wang Daniel Khashabi 31 0 0 18 Apr 2025
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks Viktor Moskvoretskii Ekaterina Neminova Alina Lobanova Alexander Panchenko Irina Nikishina 14 6 0 14 Mar 2024
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples Qingkai Zeng Yuyang Bai Zhaoxuan Tan Shangbin Feng Zhenwen Liang Zhihan Zhang Meng-Long Jiang AI4CE 46 11 0 12 Feb 2024
Exploring Prompt-Based Methods for Zero-Shot Hypernym Prediction with Large Language Models M. Tikhomirov Natalia V. Loukachevitch 24 0 0 09 Jan 2024
Probing Pretrained Language Models with Hierarchy Properties Jesús Lovón-Melgarejo José G. Moreno Romaric Besançon Olivier Ferret L. Tamine 11 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 24 16 0 04 Sep 2023
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 35 21 0 07 Jan 2021
Constructing Taxonomies from Pretrained Language Models Catherine Chen Kevin Lin Dan Klein 74 32 0 24 Oct 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019