Fetching the paper…
Reading the bibliography…
While current tasks of converting natural language to SQL (NL2SQL) using Foundation Models have shown impressive achievements, adapting these approaches for converting natural language to Graph Query Language (NL2GQL) encounters hurdles due to the distinct nature of GQL compared to SQL, alongside the diverse forms of GQL.
Learning to parse database queries using inductive logic programming
John M Zelle and Raymond J Mooney. 1996 · 1996
Earlier work this paper cites.
A normalized levenshtein distance metric
Li Yujian and Liu Bo. 2007 · 2007
Earlier work this paper cites.
Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, et al. 2018 · 2018
Earlier work this paper cites.
Fair k-center clustering for data summarization
Matthäus Kleindessner, Pranjal Awasthi, and Jamie Morgenstern. 2019 · 2019
Earlier work this paper cites.
Kaggledbqa: Realistic evaluation of text-to-sql parsers
Chia-Hsuan Lee, Oleksandr Polozov, and Matthew Richardson. 2021 · 2021
Earlier work this paper cites.
Mt-teql: evaluating and augmenting neural nlidb on real-world linguistic and schema variations
Pingchuan Ma and Shuai Wang. 2021 · 2021
Earlier work this paper cites.
Spcql: A semantic parsing dataset for converting natural language into cypher
Aibo Guo, Xinyi Li, Guanchen Xiao, Zhen Tan, and Xiang Zhao. 2022 · 2022
Earlier work this paper cites.
Diversifying content generation for commonsense reasoning with mixture of knowledge graph experts
Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, and Meng Jiang. 2022 · 2022
Cited alongside, same era.
Glm-130b: An open bilingual pre-trained model
Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, et al. 2022 · 2022
Cited alongside, same era.
Direct fact retrieval from knowledge graphs without entity linking
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, and Sung Ju Hwang. 2023 · 2023
Cited alongside, same era.
When do program-of-thoughts work for reasoning?
Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, and Huajun Chen. 2023 · 2023
Cited alongside, same era.
Exploring chain-of-thought style prompting for text-to-sql
Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, and Huan Sun. 2023 · 2023
Closest in time.
Internlm: A multilingual language model with progressively enhanced capabilities
InternLM Team. 2023 · 2023
Closest in time.
Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, Aurelien Rodriguez, Armand Joulin, Edouard Grave, and Guillaume Lample. 2023 · 2023
Closest in time.
Multimodal analogical reasoning over knowledge graphs
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, and Huajun Chen. 2023 · 2023
Closest in time.
Scaling instruction-finetuned language models
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Yunxuan Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, et al. 2024 · 2024
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Xuemei Dong, Chao Zhang, Yuhang Ge, Yuren Mao, Yunjun Gao, lu Chen, Jinshu Lin, and Dongfang Lou. 2023 · 2023
Cited alongside, same era.
Bloom: A 176b-parameter open-access multilingual language model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilić, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, et al. 2023 · 2023
Cited alongside, same era.
Din-sql: Decomposed in-context learning of text-to-sql with self-correction
Mohammadreza Pourreza and Davood Rafiei. 2023 · 2023
Cited alongside, same era.
Closest in time.
Ke Yang, Jiateng Liu, John Wu, Chaoqi Yang, Yi R. Fung, Sha Li, Zixuan Huang, Xu Cao, Xingyao Wang, Yiquan Wang, Heng Ji, and Chengxiang Zhai. 2024 · 2024
Closest in time.
Wind-bell index: Towards ultra-fast edge query for graph databases
Rui Qiu, Yi Ming, Yisen Hong, Haoyu Li, and Tong Yang. 2023 · 2098
Closest in time.