Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format

ACL Findings 2026

Wang, Dingzirui and Zhang, Xuanliang and Cao, Rongyu and Dou, Longxu and Luo, Xianzhen and Ma, Yingwei and Zhu, Qingfu and Che, Wanxiang and Li, Binhua and Huang, Fei and others

Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format

ACL Findings 2026

Wang, Dingzirui and Zhang, Xuanliang and Cao, Rongyu and Dou, Longxu and Luo, Xianzhen and Ma, Yingwei and Zhu, Qingfu and Che, Wanxiang and Li, Binhua and Huang, Fei and others

A survey of table reasoning with large language models

Frontiers of Computer Science, 199348, 2025.

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

A survey of table reasoning with large language models

Frontiers of Computer Science, 199348, 2025.

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

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits

Proceedings of the 31st International Conference on Computational Linguistics, 5071--5081, 2025.

Li, Bohan and Guan, Jiannan and Dou, Longxu and Feng, Yunlong and Wang, Dingzirui and Xu, Yang and Wang, Enbo and Chen, Qiguang and Wang, Bichen and Xu, Xiao and Zhang, Yimeng and Qin, Libo and Zhao, Yanyan and Zhu, Qingfu and Che, Wanxiang

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits

Proceedings of the 31st International Conference on Computational Linguistics, 5071--5081, 2025.

Li, Bohan and Guan, Jiannan and Dou, Longxu and Feng, Yunlong and Wang, Dingzirui and Xu, Yang and Wang, Enbo and Chen, Qiguang and Wang, Bichen and Xu, Xiao and Zhang, Yimeng and Qin, Libo and Zhao, Yanyan and Zhu, Qingfu and Che, Wanxiang

DAC: Decomposed Automation Correction for Text-to-SQL

Findings of the Association for Computational Linguistics: EMNLP 2025, 385--402, 2025.

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

DAC: Decomposed Automation Correction for Text-to-SQL

Findings of the Association for Computational Linguistics: EMNLP 2025, 385--402, 2025.

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

Mixpro: Simple yet effective data augmentation for prompt-based learning

International Journal of Machine Learning and Cybernetics, 1--20, 2025.

Li, Bohan and Dou, Longxu and Hou, Yutai and Feng, Yunlong and Mu, Honglin and Wang, Enbo and Zhu, Qingfu and Sun, Qinghua and Che, Wanxiang

Mixpro: Simple yet effective data augmentation for prompt-based learning

International Journal of Machine Learning and Cybernetics, 1--20, 2025.

Li, Bohan and Dou, Longxu and Hou, Yutai and Feng, Yunlong and Mu, Honglin and Wang, Enbo and Zhu, Qingfu and Sun, Qinghua and Che, Wanxiang

MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL

Proceedings of the 31st International Conference on Computational Linguistics, 5789--5806, 2025.

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

MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL

Proceedings of the 31st International Conference on Computational Linguistics, 5789--5806, 2025.

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

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types

Findings of the Association for Computational Linguistics: ACL 2025, 3859--3881, 2025.

Zhang, Xuanliang and Wang, Dingzirui and Wang, Baoxin and Dou, Longxu and Lu, Xinyuan and Xu, Keyan and Wu, Dayong and Zhu, Qingfu

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types

Findings of the Association for Computational Linguistics: ACL 2025, 3859--3881, 2025.

Zhang, Xuanliang and Wang, Dingzirui and Wang, Baoxin and Dou, Longxu and Lu, Xinyuan and Xu, Keyan and Wu, Dayong and Zhu, Qingfu

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 10812--10828, 2024.

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

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 10812--10828, 2024.

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

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

Proceedings of the AAAI Conference on Artificial Intelligence, 19116--19125, 2024.

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

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

Proceedings of the AAAI Conference on Artificial Intelligence, 19116--19125, 2024.

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

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

Findings of the Association for Computational Linguistics: EMNLP 2024, 1193--1207, 2024.

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

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

Findings of the Association for Computational Linguistics: EMNLP 2024, 1193--1207, 2024.

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

MultiSpider: towards benchmarking multilingual text-to-SQL semantic parsing

Proceedings of the AAAI Conference on Artificial Intelligence, 12745--12753, 2023.

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

MultiSpider: towards benchmarking multilingual text-to-SQL semantic parsing

Proceedings of the AAAI Conference on Artificial Intelligence, 12745--12753, 2023.

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

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

ArXiv preprint, abs/2203.07781, 2022.

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

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

ArXiv preprint, abs/2203.07781, 2022.

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

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

Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing, 65--72, 2020.

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

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

Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing, 65--72, 2020.

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

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

Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 76--85, 2019.

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

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

Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 76--85, 2019.

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