Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco
vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison

Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison

16 October 2023

Shuo Sun

Papers citing "Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison"

10 / 10 papers shown

Title
Linguistic Blind Spots of Large Language Models Jiali Cheng Hadi Amiri 57 1 0 25 Mar 2025
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model Ziyang Zheng Haipeng Jing Canyu Rui A. Hamdulla D. Wang LRM 30 0 0 28 Oct 2024
SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration Jipeng Cen Jiaxin Liu Zhixu Li Jingjing Wang 38 2 0 19 Jun 2024
A Survey on the Real Power of ChatGPT Ming Liu Ran Liu Ye Zhu Hua Wang Youyang Qu Rongsheng Li Yongpan Sheng Wray L. Buntine 42 2 0 22 Apr 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments Yu Gu Yiheng Shu Hao Yu Xiao Liu Yuxiao Dong Jie Tang Jayanth Srinivasa Hugo Latapie Yu-Chuan Su KELM LLMAG 29 26 0 22 Feb 2024
From Text to CQL: Bridging Natural Language and Corpus Search Engine Luming Lu Jiyuan An Yujie Wang Liner Yang Cunliang Kong ... Shuo Wang Haozhe Lin Mingwei Fang Yaping Huang Erhong Yang 45 1 0 21 Feb 2024
Text2Cohort: Facilitating Intuitive Access to Biomedical Data with Natural Language Cohort Discovery Pranav Kulkarni Adway U. Kanhere P. Yi Vishwa S. Parekh 21 0 0 12 May 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 82 149 0 12 Mar 2023
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 395 8,559 0 28 Jan 2022
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation Aparna Elangovan Jiayuan He Karin Verspoor TDI FedML 167 89 0 03 Feb 2021