NLPExplorer

Dongmei Zhang

Number of Papers:- 35

Number of Citations:- 0

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

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EMNLP

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NAACL

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WS

Findings

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ACL

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ALVR

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Co-Authors:-

Similar Authors:-

Eric Steinbrecher

End-to-End Beam Retrieval for Multi-Hop Question Answering NAACL

Jiahao Zhang | Haiyang Zhang | Dongmei Zhang | Liu Yong | Shen Huang |

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation F i n d i n g s - A C L

Ruomeng Ding | Chaoyun Zhang | Lu Wang | Yong Xu | Minghua Ma | Wei Zhang | Si Qin | Saravan Rajmohan | Qingwei Lin | Dongmei Zhang |

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression F i n d i n g s - A C L

Zhuoshi Pan | Qianhui Wu | Huiqiang Jiang | Menglin Xia | Xufang Luo | Jue Zhang | Qingwei Lin | Victor Rühle | Yuqing Yang | Chin-Yew Lin | H. Vicky Zhao | Lili Qiu | Dongmei Zhang |

Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities ALVR WS

Shiyu Xia | Junyu Xiong | Haoyu Dong | Jianbo Zhao | Yuzhang Tian | Mengyu Zhou | Yeye He | Shi Han | Dongmei Zhang |

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments F i n d i n g s - A C L

Sitao Cheng | Ziyuan Zhuang | Yong Xu | Fangkai Yang | Chaoyun Zhang | Xiaoting Qin | Xiang Huang | Ling Chen | Qingwei Lin | Dongmei Zhang | Saravan Rajmohan | Qi Zhang |

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP

Ziyuan Zhuang | Zhiyang Zhang | Sitao Cheng | Fangkai Yang | Jia Liu | Shujian Huang | Qingwei Lin | Saravan Rajmohan | Dongmei Zhang | Qi Zhang |

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning F i n d i n g s - E M N L P

Jiaru Zou | Mengyu Zhou | Tao Li | Shi Han | Dongmei Zhang |

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation F i n d i n g s - E M N L P

Jia Fu | Xiaoting Qin | Fangkai Yang | Lu Wang | Jue Zhang | Qingwei Lin | Yubo Chen | Dongmei Zhang | Saravan Rajmohan | Qi Zhang |

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing EMNLP

Xinyi He | Jiaru Zou | Yun Lin | Mengyu Zhou | Shi Han | Zejian Yuan | Dongmei Zhang |

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning F i n d i n g s - E M N L P

Yuan Sui | Jiaru Zou | Mengyu Zhou | Xinyi He | Lun Du | Shi Han | Dongmei Zhang |

Encoding Spreadsheets for Large Language Models EMNLP

Haoyu Dong | Jianbo Zhao | Yuzhang Tian | Junyu Xiong | Mengyu Zhou | Yun Lin | José Cambronero | Yeye He | Shi Han | Dongmei Zhang |

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations F i n d i n g s - E M N L P

Nuo Chen | Zinan Zheng | Ning Wu | Ming Gong | Dongmei Zhang | Jia Li |

InsightPilot: An LLM-Empowered Automated Data Exploration System EMNLP

Pingchuan Ma | Rui Ding | Shuai Wang | Shi Han | Dongmei Zhang |

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks F i n d i n g s - A C L

Xinyi He | Mengyu Zhou | Mingjie Zhou | Jialiang Xu | Xiao Lv | Tianle Li | Yijia Shao | Shi Han | Zejian Yuan | Dongmei Zhang |

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering EMNLP

Fangkai Yang | Pu Zhao | Zezhong Wang | Lu Wang | Bo Qiao | Jue Zhang | Mohit Garg | Qingwei Lin | Saravan Rajmohan | Dongmei Zhang |

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion ACL

Wanrong He | Haoyu Dong | Yihuai Gao | Zhichao Fan | Xingzhuo Guo | Zhitao Hou | Xiao Lv | Ran Jia | Shi Han | Dongmei Zhang |

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 |

Accelerating Code Search with Deep Hashing and Code Classification ACL

Wenchao Gu | Yanlin Wang | Lun Du | Hongyu Zhang | Shi Han | Dongmei Zhang | Michael Lyu |

FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining ACL

Zhoujun Cheng | Haoyu Dong | Ran Jia | Pengfei Wu | Shi Han | Fan Cheng | Dongmei Zhang |

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP

Fan Zhou | Mengkang Hu | Haoyu Dong | Zhoujun Cheng | Fan Cheng | Shi Han | Dongmei Zhang |

RACE: Retrieval-augmented Commit Message Generation EMNLP

Ensheng Shi | Yanlin Wang | Wei Tao | Lun Du | Hongyu Zhang | Shi Han | Dongmei Zhang | Hongbin Sun |

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation EMNLP

Ao Liu | Haoyu Dong | Naoaki Okazaki | Shi Han | Dongmei Zhang |

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems EMNLP

Jialiang Xu | Mengyu Zhou | Xinyi He | Shi Han | Dongmei Zhang |

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP

Yijia Shao | Mengyu Zhou | Yifan Zhong | Tao Wu | Hongwei Han | Shi Han | Gideon Huang | Dongmei Zhang |

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 |

Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP Findings

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

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees EMNLP

Ensheng Shi | Yanlin Wang | Lun Du | Hongyu Zhang | Shi Han | Dongmei Zhang | Hongbin Sun |

You Impress Me: Dialogue Generation via Mutual Persona Perception ACL

Qian Liu | Yihong Chen | Bei Chen | Jian-Guang LOU | Zixuan Chen | Bin Zhou | Dongmei Zhang |

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 |

A Split-and-Recombine Approach for Follow-up Query Analysis EMNLP

Qian Liu | Bei Chen | Haoyan Liu | Jian-Guang LOU | Lei Fang | Bin Zhou | Dongmei Zhang |

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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