Using Large Language Models for Zero-Shot Natural Language Generation from Knowledge Graphs

14 July 2023

Papers citing "Using Large Language Models for Zero-Shot Natural Language Generation from Knowledge Graphs"

16 / 16 papers shown

Title
JaccDiv: A Metric and Benchmark for Quantifying Diversity of Generated Marketing Text in the Music Industry Anum Afzal Alexandre Mercier Florian Matthes 60 0 0 29 Apr 2025
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts Aihua Pei Zehua Yang Shunan Zhu Ruoxi Cheng Ju Jia AAML 69 2 0 01 Dec 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs L. Chen Panrong Tong Zhongming Jin Ying Sun Jieping Ye Hui Xiong KELM RALM LRM 45 7 0 31 Oct 2024
KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs Aihua Pei Zehua Yang Shunan Zhu Ruoxi Cheng Ju Jia Lina Wang 37 1 0 16 Jun 2024
Understanding Privacy Risks of Embeddings Induced by Large Language Models Zhihao Zhu Ninglu Shao Defu Lian Chenwang Wu Zheng Liu Yi Yang Enhong Chen 35 0 0 25 Apr 2024
Prompting for Numerical Sequences: A Case Study on Market Comment Generation Masayuki Kawarada Tatsuya Ishigaki Hiroya Takamura 27 3 0 03 Apr 2024
TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy Vibhav Agarwal Sourav Ghosh Harichandana Bss Himanshu Arora Barath Raj Kandur Raja 26 2 0 25 Jan 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 33 8 0 18 Jan 2024
Inroads to a Structured Data Natural Language Bijection and the role of LLM annotation Blake Vente 15 0 0 14 Jan 2024
Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations Tasmia Shahriar Kelly Ramos Noboru Matsuda 24 3 0 05 Dec 2023
Compositional Generalization for Data-to-Text Generation Xinnuo Xu Ivan Titov Mirella Lapata 24 2 0 05 Dec 2023
Systematic Assessment of Factual Knowledge in Large Language Models Linhao Luo Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari KELM 13 9 0 18 Oct 2023
Making Large Language Models Perform Better in Knowledge Graph Completion Yichi Zhang Zhuo Chen Lingbing Guo Yajing Xu Wen Zhang Hua-zeng Chen 24 41 0 10 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 26 2 0 09 Oct 2023
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance Saurabh Srivastava Chengyue Huang Weiguo Fan Ziyu Yao LLMAG 28 4 0 03 Oct 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 15 24 0 01 Oct 2023