Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction

4 September 2023

Papers citing "Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction"

11 / 11 papers shown

Title
Science Hierarchography: Hierarchical Organization of Science Literature Muhan Gao Jash Shah Weiqi Wang Daniel Khashabi 31 0 0 18 Apr 2025
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media H. Zhang Zhengyuan Zhu Zeyu Zhang Chengkai Li 22 0 0 11 Apr 2025
Taxonomy Inference for Tabular Data Using Large Language Models Zhenyu Wu Jiaoyan Chen Norman W. Paton LMTD 46 0 0 25 Mar 2025
Jal Anveshak: Prediction of fishing zones using fine-tuned LlaMa 2 Arnav Mejari Maitreya Vaghulade Paarshva Chitaliya Arya Telang Lynette D'mello 32 0 0 15 Nov 2024
On Active Privacy Auditing in Supervised Fine-tuning for White-Box Language Models Qian Sun Hanpeng Wu Xi Sheryl Zhang 36 0 0 11 Nov 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
From Prompt Engineering to Prompt Science With Human in the Loop Chirag Shah 26 9 0 01 Jan 2024
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 233 2,470 0 06 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,236 0 21 Mar 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 248 1,986 0 31 Dec 2020
Constructing Taxonomies from Pretrained Language Models Catherine Chen Kevin Lin Dan Klein 74 32 0 24 Oct 2020