NLPExplorer

Jian Guang Lou

Number of Papers:- 39

Number of Citations:- 0

First ACL Paper:- 2018

Latest ACL Paper:- 2024

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EMNLP

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NAACL

SIGDIAL

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IJCNLP

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Co-Authors:-

Bin Benjamin Zhu

Similar Authors:-

Eric Steinbrecher

E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL

Zhehao Zhang | Yan Gao | Jian-Guang Lou |

StraGo: Harnessing Strategic Guidance for Prompt Optimization F i n d i n g s - E M N L P

Yurong Wu | Yan Gao | Bin Benjamin Zhu | Zineng Zhou | Xiaodi Sun | Sheng Yang | Jian-Guang Lou | Zhiming Ding | Linjun Yang |

Re-Reading Improves Reasoning in Large Language Models EMNLP

Xiaohan Xu | Chongyang Tao | Tao Shen | Can Xu | Hongbo Xu | Guodong Long | Jian-Guang Lou | Shuai Ma |

AMPO: Automatic Multi-Branched Prompt Optimization EMNLP

Sheng Yang | Yurong Wu | Yan Gao | Zineng Zhou | Bin Benjamin Zhu | Xiaodi Sun | Jian-Guang Lou | Zhiming Ding | Anbang Hu | Yuan Fang | Yunsong Li | Junyan Chen | Linjun Yang |

Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks F i n d i n g s - E M N L P

Shengnan An | Zexiong Ma | Siqi Cai | Zeqi Lin | Nanning Zheng | Jian-Guang Lou | Weizhu Chen |

Automatic Instruction Evolving for Large Language Models EMNLP

Weihao Zeng | Can Xu | Yingxiu Zhao | Jian-Guang Lou | Weizhu Chen |

Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL F i n d i n g s - A C L

Bing Wang | Yan Gao | Zhoujun Li | Jian-Guang Lou |

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP

Fengji Zhang | Bei Chen | Yue Zhang | Jacky Keung | Jin Liu | Daoguang Zan | Yi Mao | Jian-Guang Lou | Weizhu Chen |

CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP

Zhehao Zhang | Xitao Li | Yan Gao | Jian-Guang Lou |

Making Language Models Better Reasoners with Step-Aware Verifier ACL

Yifei Li | Zeqi Lin | Shizhuo Zhang | Qiang Fu | Bei Chen | Jian-Guang Lou | Weizhu Chen |

Skill-Based Few-Shot Selection for In-Context Learning EMNLP

Shengnan An | Bo Zhou | Zeqi Lin | Qiang Fu | Bei Chen | Nanning Zheng | Weizhu Chen | Jian-Guang Lou |

Question Answering as Programming for Solving Time-Sensitive Questions EMNLP

Xinyu Zhu | Cheng Yang | Bei Chen | Siheng Li | Jian-Guang Lou | Yujiu Yang |

Large Language Models Meet NL2Code: A Survey ACL

Daoguang Zan | Bei Chen | Fengji Zhang | Dianjie Lu | Bingchao Wu | Bei Guan | Wang Yongji | Jian-Guang Lou |

TACR: A Table Alignment-based Cell Selection Method for HybridQA F i n d i n g s - A C L

Jian Wu | Yicheng Xu | Yan Gao | Jian-Guang Lou | Börje Karlsson | Manabu Okumura |

Uncovering and Categorizing Social Biases in Text-to-SQL ACL

Yan Liu | Yan Gao | Zhe Su | Xiaokang Chen | Elliott Ash | Jian-Guang Lou |

How Do In-Context Examples Affect Compositional Generalization? ACL

Shengnan An | Zeqi Lin | Qiang Fu | Bei Chen | Nanning Zheng | Jian-Guang Lou | Dongmei Zhang |

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation ACL

Zhoujun Cheng | Haoyu Dong | Zhiruo Wang | Ran Jia | Jiaqi Guo | Yan Gao | Shi Han | Jian-Guang Lou | Dongmei Zhang |

GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL

Libo Qin | Qiguang Chen | Tianbao Xie | Qixin Li | Jian-Guang Lou | Wanxiang Che | Min-Yen Kan |

Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL

Xinyu Pi | Bing Wang | Yan Gao | Jiaqi Guo | Zhoujun Li | Jian-Guang Lou |

When Language Model Meets Private Library F i n d i n g s - E M N L P

Daoguang Zan | Bei Chen | Zeqi Lin | Bei Guan | Wang Yongji | Jian-Guang Lou |

AdapterShare: Task Correlation Modeling with Adapter Differentiation EMNLP

Zhi Chen | Bei Chen | Lu Chen | Kai Yu | Jian-Guang Lou |

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

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

Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing EMNLP

Zhenwen Li | Jiaqi Guo | Qian Liu | Jian-Guang Lou | Tao Xie |

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training F i n d i n g s - E M N L P

Qi Shi | Qian Liu | Bei Chen | Yu Zhang | Ting Liu | Jian-Guang Lou |

Reasoning Like Program Executors EMNLP

Xinyu Pi | Qian Liu | Bei Chen | Morteza Ziyadi | Zeqi Lin | Qiang Fu | Yan Gao | Jian-Guang Lou | Weizhu Chen |

UniDU: Towards A Unified Generative Dialogue Understanding Framework SIGDIAL

Zhi Chen | Lu Chen | Bei Chen | Libo Qin | Yuncong Liu | Su Zhu | Jian-Guang Lou | Kai Yu |

Learning Algebraic Recombination for Compositional Generalization Findings

Chenyao Liu | Shengnan An | Zeqi Lin | Qian Liu | Bei Chen | Jian-Guang Lou | Lijie Wen | Nanning Zheng | Dongmei Zhang |

TWT: Table with Written Text for Controlled Data-to-Text Generation EMNLP Findings

Tongliang Li | Lei Fang | Jian-Guang Lou | Zhoujun Li |

Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL IJCNLP

Jiaqi Guo | Ziliang Si | Yu Wang | Qian Liu | Ming Fan | Jian-Guang Lou | Zijiang Yang | Ting Liu |

Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP Findings

Jiaqi Guo | Jian-Guang Lou | Ting Liu | Dongmei Zhang |

ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL IJCNLP

Shuang Chen | Qian Liu | Zhiwei Yu | Chin-Yew Lin | Jian-Guang Lou | Feng Jiang |

Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Findings

Qian Liu | Dejian Yang | Jiahui Zhang | Jiaqi Guo | Bin Zhou | Jian-Guang Lou |

Translating Headers of Tabular Data: A Pilot Study of Schema Translation EMNLP

Kunrui Zhu | Yan Gao | Jiaqi Guo | Jian-Guang Lou |

Incomplete Utterance Rewriting as Semantic Segmentation EMNLP

Qian Liu | Bei Chen | Jian-Guang Lou | Bin Zhou | Dongmei Zhang |

“What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP

Yuntao Li | Bei Chen | Qian Liu | Yan Gao | Jian-Guang Lou | Yan Zhang | Dongmei Zhang |

Benchmarking Meaning Representations in Neural Semantic Parsing EMNLP

Jiaqi Guo | Qian Liu | Jian-Guang Lou | Zhenwen Li | Xueqing Liu | Tao Xie | Ting Liu |

Data-Anonymous Encoding for Text-to-SQL Generation EMNLP

Zhen Dong | Shizhao Sun | Hongzhi Liu | Jian-Guang Lou | Dongmei Zhang |

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL

Jiaqi Guo | Zecheng Zhan | Yan Gao | Yan Xiao | Jian-Guang Lou | Ting Liu | Dongmei Zhang |

SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP

Zexuan Zhong | Jiaqi Guo | Wei Yang | Jian Peng | Tao Xie | Jian-Guang Lou | Ting Liu | Dongmei Zhang |

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