NLPExplorer

Shizhu He

Number of Papers:- 46

Number of Citations:- 56

First ACL Paper:- 2013

Latest ACL Paper:- 2024

Venues:-

CCL

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NAACL

CoNLL

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P

COLING

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EMNLP

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Findings

SemEval

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C

M

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A

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TU

WS

ACL

EACL

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IJCNLP

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Co-Authors:-

Similar Authors:-

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model NAACL

Fangyu Lei | Qian Liu | Yiming Huang | Shizhu He | Jun Zhao | Kang Liu |

ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL

Wangtao Sun | Haotian Xu | Xuanqing Yu | Pei Chen | Shizhu He | Jun Zhao | Kang Liu |

Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering F i n d i n g s - A C L

Xiang Li | Shizhu He | Fangyu Lei | JunYang JunYang | Tianhuang Su | Kang Liu | Jun Zhao |

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP

Yiming Huang | Jianwen Luo | Yan Yu | Yitong Zhang | Fangyu Lei | Yifan Wei | Shizhu He | Lifu Huang | Xiao Liu | Jun Zhao | Kang Liu |

Does Large Language Model Contain Task-Specific Neurons? EMNLP

Ran Song | Shizhu He | Shuting Jiang | Yantuan Xian | Shengxiang Gao | Kang Liu | Zhengtao Yu |

Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization F i n d i n g s - E M N L P

Zhiqi Wang | Shizhu He | Kang Liu | Jun Zhao |

Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP

Yao Xu | Shizhu He | Jiabei Chen | Zihao Wang | Yangqiu Song | Hanghang Tong | Guang Liu | Jun Zhao | Kang Liu |

Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model EACL

Fei Xia | Yixuan Weng | Shizhu He | Kang Liu | Jun Zhao |

Large Language Models are Better Reasoners with Self-Verification F i n d i n g s - E M N L P

Yixuan Weng | Minjun Zhu | Fei Xia | Bin Li | Shizhu He | Shengping Liu | Bin Sun | Kang Liu | Jun Zhao |

Efficient Data Learning for Open Information Extraction with Pre-trained Language Models F i n d i n g s - E M N L P

Zhiyuan Fan | Shizhu He |

ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook F i n d i n g s - E M N L P

Wangtao Sun | Xuanqing Yu | Shizhu He | Jun Zhao | Kang Liu |

On the Effects of Structural Modeling for Neural Semantic Parsing CoNLL

Xiang Zhang | Shizhu He | Kang Liu | Jun Zhao |

Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders F i n d i n g s - E M N L P

Qianren Mao | Shaobo Zhao | Jiarui Li | Xiaolei Gu | Shizhu He | Bo Li | Jianxin Li |

Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs F i n d i n g s - E M N L P

Yao Xu | Shizhu He | Cunguang Wang | Li Cai | Kang Liu | Jun Zhao |

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints F i n d i n g s - A C L

Ran Song | Shizhu He | Shengxiang Gao | Li Cai | Kang Liu | Zhengtao Yu | Jun Zhao |

Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network F i n d i n g s - A C L

Yao Xu | Shizhu He | Li Cai | Kang Liu | Jun Zhao |

Multi-Target Semantic Parsing with Collaborative Deliberation Network F i n d i n g s - I J C N L P

Xiang Li | Fangyu Lei | Shizhu He | Kang Liu | Jun Zhao |

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks F i n d i n g s - A C L

Qingbin Liu | Yanchao Hao | Xiaolong Liu | Bo Li | Dianbo Sui | Shizhu He | Kang Liu | Jun Zhao | Xi Chen | Ningyu Zhang | Jiaoyan Chen |

S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL

Fangyu Lei | Xiang Li | Yifan Wei | Shizhu He | Yiming Huang | Jun Zhao | Kang Liu |

Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL Findings

Guirong Bai | Shizhu He | Kang Liu | Jun Zhao |

Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing ACL

Runxin Sun | Shizhu He | Chong Zhu | Yaohan He | Jinlong Li | Jun Zhao | Kang Liu |

LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary NAACL SemEval

Bin Li | Yixuan Weng | Fei Xia | Shizhu He | Bin Sun | Shutao Li |

LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer NAACL SemEval

Fei Xia | Bin Li | Yixuan Weng | Shizhu He | Bin Sun | Shutao Li | Kang Liu | Jun Zhao |

Knowledge Transfer with Visual Prompt in multi-modal Dialogue Understanding and Generation COLING TU WS

Minjun Zhu | Yixuan Weng | Bin Li | Shizhu He | Kang Liu | Jun Zhao |

Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING

Ran Song | Shizhu He | Suncong Zheng | Shengxiang Gao | Kang Liu | Zhengtao Yu | Jun Zhao |

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder COLING

Fangyu Lei | Shizhu He | Xiang Li | Jun Zhao | Kang Liu |

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP

Fei Xia | Bin Li | Yixuan Weng | Shizhu He | Kang Liu | Bin Sun | Shutao Li | Jun Zhao |

Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks EMNLP

Qingbin Liu | Pengfei Cao | Cao Liu | Jiansong Chen | Xunliang Cai | Fan Yang | Shizhu He | Kang Liu | Jun Zhao |

Proceedings of the 20th Chinese National Conference on Computational Linguistics CCL

Sheng Li (李生) | Maosong Sun (孙茂松) | Yang Liu (刘洋) | Hua Wu (吴华) | Kang Liu (刘康) | Wanxiang Che (车万翔) | Shizhu He (何世柱) | Gaoqi Rao (饶高琦) |

Pre-trained Language Model Based Active Learning for Sentence Matching COLING

Guirong Bai | Shizhu He | Kang Liu | Jun Zhao | Zaiqing Nie |

Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning EMNLP

Xiangrong Zeng | Shizhu He | Daojian Zeng | Kang Liu | Shengping Liu | Jun Zhao |

Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss EMNLP

Cao Liu | Kang Liu | Shizhu He | Zaiqing Nie | Jun Zhao |

Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots CoNLL

Cao Liu | Kang Liu | Shizhu He | Zaiqing Nie | Jun Zhao |

Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation ACL

Cao Liu | Shizhu He | Kang Liu | Jun Zhao |

AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing ACL

Xiang Zhang | Shizhu He | Kang Liu | Jun Zhao |

Pattern-revising Enhanced Simple Question Answering over Knowledge Bases COLING

Yanchao Hao | Hao Liu | Shizhu He | Kang Liu | Jun Zhao |

Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism ACL

Xiangrong Zeng | Daojian Zeng | Shizhu He | Kang Liu | Jun Zhao |

Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks? EACL

Shangmin Guo | Xiangrong Zeng | Shizhu He | Kang Liu | Jun Zhao |

IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations IJCNLP

Shangmin Guo | Kang Liu | Shizhu He | Cao Liu | Jun Zhao | Zhuoyu Wei |

Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning ACL

Shizhu He | Cao Liu | Kang Liu | Jun Zhao |

An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge ACL

Yanchao Hao | Yuanzhe Zhang | Kang Liu | Shizhu He | Zhanyi Liu | Hua Wu | Jun Zhao |

Learning to Represent Review with Tensor Decomposition for Spam Detection EMNLP

Xuepeng Wang | Kang Liu | Shizhu He | Jun Zhao |

Leveraging FrameNet to Improve Automatic Event Detection ACL

Shulin Liu | Yubo Chen | Shizhu He | Kang Liu | Jun Zhao |

Knowledge Graph Embedding via Dynamic Mapping Matrix ACL IJCNLP

Guoliang Ji | Shizhu He | Liheng Xu | Kang Liu | Jun Zhao |

Question Answering over Linked Data Using First-order Logic EMNLP

Shizhu He | Kang Liu | Yuanzhe Zhang | Liheng Xu | Jun Zhao |

Statistical Machine Translation Improves Question Retrieval in Community Question Answering via Matrix Factorization ACL

Guangyou Zhou | Fang Liu | Yang Liu | Shizhu He | Jun Zhao |

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