Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary
Empirical Study

Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study

23 December 2023

Papers citing "Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study"

11 / 11 papers shown

Title
Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-Sample Aggregation on Large Language Models Jayanth Mohan Jishnu Ray Chowdhury Tomas Malik Cornelia Caragea 36 0 0 01 Mar 2025
From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning Ranran Haoran Zhang Bensu Uçar Soumik Dey Hansi Wu Binbin Li Rui Zhang 49 2 0 10 Jan 2025
Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases Anna Glazkova Dmitry A. Morozov Timur Garipov 33 0 0 23 Oct 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray L. Buntine Lan Du ALM ELM 76 2 0 13 Jun 2024
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction Yuanzhen Luo Qingyu Zhou F. Zhou DiffM 31 1 0 17 Aug 2023
Is ChatGPT A Good Keyphrase Generator? A Preliminary Study M. Song Haiyun Jiang Shuming Shi Songfang Yao Shilong Lu Yi Feng Huafeng Liu L. Jing 60 26 0 23 Mar 2023
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 53 10 0 08 Oct 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 170 334 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 333 12,003 0 04 Mar 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction Linhan Zhang Qian Chen Wen Wang Chong Deng Shiliang Zhang Bing Li Wei Wang Xin Cao 45 56 0 13 Oct 2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 49 61 0 15 Sep 2021