Longxu Dou

According to our database, Longxu Dou authored at least 23 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ConDA: state-based data augmentation for context-dependent text-to-SQL.

Dingzirui Wang, Longxu Dou, Wanxiang Che, Jiaqi Wang, Jinbo Liu, Lixin Li, Jingan Shang, Lei Tao, Jie Zhang, Cong Fu, Xuri Song

Int. J. Mach. Learn. Cybern., August, 2024

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks.

Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li

CoRR, 2024

FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats.

Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Baoxin Wang, Dayong Wu, Qingfu Zhu, Wanxiang Che

CoRR, 2024

DAC: Decomposed Automation Correction for Text-to-SQL.

Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

CoRR, 2024

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies.

Chaofan Tao, Qian Liu, Longxu Dou, Niklas Muennighoff, Zhongwei Wan, Ping Luo, Min Lin, Ngai Wong

CoRR, 2024

RegMix: Data Mixture as Regression for Language Model Pre-training.

Qian Liu, Xiaosen Zheng, Niklas Muennighoff, Guangtao Zeng, Longxu Dou, Tianyu Pang, Jing Jiang, Min Lin

CoRR, 2024

Sailor: Open Language Models for South-East Asia.

Longxu Dou, Qian Liu, Guangtao Zeng, Jia Guo, Jiahui Zhou, Wei Lu, Min Lin

CoRR, 2024

Multi-Hop Table Retrieval for Open-Domain Text-to-SQL.

Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che

CoRR, 2024

A Survey of Table Reasoning with Large Language Models.

Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che

CoRR, 2024

Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL.

Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes.

Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models.

Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan

Int. J. Mach. Learn. Cybern., December, 2023

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning.

Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che

CoRR, 2023

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning.

Bohan Li, Longxu Dou, Yutai Hou, Yunlong Feng, Honglin Mu, Wanxiang Che

CoRR, 2023

From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning.

Qian Liu, Fan Zhou, Zhengbao Jiang, Longxu Dou, Min Lin

CoRR, 2023

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions.

Dingzirui Wang, Longxu Dou, Wanxiang Che

CoRR, 2022

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan

CoRR, 2022

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge.

Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2020

HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser.

Longxu Dou, Yunlong Feng, Yuqiu Ji, Wanxiang Che, Ting Liu

Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing, 2020

2019

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding.

Wanxiang Che, Longxu Dou, Yang Xu, Yuxuan Wang, Yijia Liu, Ting Liu

Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 2019

2018

Data2Text Studio: Automated Text Generation from Structured Data.

Longxu Dou, Guanghui Qin, Jinpeng Wang, Jin-Ge Yao, Chin-Yew Lin

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018