Prompting Large Language Models with Chain-of-Thought for Few-Shot
Knowledge Base Question Generation

Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation

12 October 2023

Lei Wang

Papers citing "Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation"

17 / 17 papers shown

Title
Savaal: Scalable Concept-Driven Question Generation to Enhance Human Learning Kimia Noorbakhsh Joseph Chandler Pantea Karimi M. Alizadeh H. Balakrishnan LRM 46 1 0 18 Feb 2025
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression Yuankai Li Jia-Chen Gu Di Wu Kai-Wei Chang Nanyun Peng RALM MQ 23 0 0 20 Oct 2024
DGRC: An Effective Fine-tuning Framework for Distractor Generation in Chinese Multi-choice Reading Comprehension Runfeng Lin Dacheng Xu Huijiang Wang Zebiao Chen Yating Wang Shouqiang Liu 41 0 0 29 May 2024
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation Shasha Guo Lizi Liao Jing Zhang Yanling Wang Cuiping Li Hong Chen 42 5 0 02 Apr 2024
An LLM-Enhanced Adversarial Editing System for Lexical Simplification Keren Tan Kangyang Luo Yunshi Lan Zheng Yuan Jinlong Shu AAML 24 5 0 22 Feb 2024
Qsnail: A Questionnaire Dataset for Sequential Question Generation Yan Lei Liang Pang Yuanzhuo Wang Huawei Shen Xueqi Cheng 32 0 0 22 Feb 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering Jinxi Liu S. Cao Jiaxin Shi Tingjian Zhang Lunyiu Nie Linmei Hu Lei Hou Juanzi Li ELM 30 3 0 11 Jan 2024
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 24 63 0 16 Oct 2023
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning Jiadong Wang Chengyu Wang Chuanqi Tan Jun Huang Ming Gao KELM 34 4 0 26 Sep 2023
Few-shot In-context Learning for Knowledge Base Question Answering Tianle Li Xueguang Ma Alex Zhuang Yu Gu Yu-Chuan Su Wenhu Chen 96 76 0 02 May 2023
Prompting for a conversation: How to control a dialog model? Josef Valvoda Yimai Fang David Vandyke 70 5 0 22 Sep 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 58 58 0 17 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 389 8,495 0 28 Jan 2022
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 146 138 0 17 Sep 2021
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 180 402 0 10 Sep 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,124 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021