NLPExplorer

Lei Hou

Number of Papers:- 55

Number of Citations:- 1

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

NAACL

L

P

COLING

s

EMNLP

-

Findings

E

C

M

g

A

d

ACL

i

IJCNLP

AACL

N

F

n

Co-Authors:-

Similar Authors:-

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL

Yushi Bai | Xin Lv | Jiajie Zhang | Hongchang Lyu | Jiankai Tang | Zhidian Huang | Zhengxiao Du | Xiao Liu | Aohan Zeng | Lei Hou | Yuxiao Dong | Jie Tang | Juanzi Li |

MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL

Xiaozhi Wang | Hao Peng | Yong Guan | Kaisheng Zeng | Jianhui Chen | Lei Hou | Xu Han | Yankai Lin | Zhiyuan Liu | Ruobing Xie | Jie Zhou | Juanzi Li |

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering F i n d i n g s - A C L

Jinxin Liu | Shulin Cao | Jiaxin Shi | Tingjian Zhang | Lunyiu Nie | Linmei Hu | Lei Hou | Juanzi Li |

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models ACL

Shangqing Tu | Yuliang Sun | Yushi Bai | Jifan Yu | Lei Hou | Juanzi Li |

LC4EE: LLMs as Good Corrector for Event Extraction F i n d i n g s - A C L

Mengna Zhu | Kaisheng Zeng | JibingWu JibingWu | Lihua Liu | Hongbin Huang | Lei Hou | Juanzi Li |

KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP

Jiajie Zhang | Shulin Cao | Linmei Hu | Ling Feng | Lei Hou | Juanzi Li |

MAVEN-FACT: A Large-scale Event Factuality Detection Dataset F i n d i n g s - E M N L P

Chunyang Li | Hao Peng | Xiaozhi Wang | Yunjia Qi | Lei Hou | Bin Xu | Juanzi Li |

DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction F i n d i n g s - E M N L P

Minghui Liu | MeiHan Tong | Yangda Peng | Lei Hou | Juanzi Li | Bin Xu |

LongAlign: A Recipe for Long Context Alignment of Large Language Models F i n d i n g s - E M N L P

Yushi Bai | Xin Lv | Jiajie Zhang | Yuze He | Ji Qi | Lei Hou | Jie Tang | Yuxiao Dong | Juanzi Li |

ADELIE: Aligning Large Language Models on Information Extraction EMNLP

Yunjia Qi | Hao Peng | Xiaozhi Wang | Bin Xu | Lei Hou | Juanzi Li |

MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification F i n d i n g s - E M N L P

Kai Sun | Yushi Bai | Ji Qi | Lei Hou | Juanzi Li |

KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding F i n d i n g s - A C L

Zijun Yao | Yantao Liu | Xin Lv | Shulin Cao | Jifan Yu | Juanzi Li | Lei Hou |

OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding EMNLP

Hao Peng | Xiaozhi Wang | Feng Yao | Zimu Wang | Chuzhao Zhu | Kaisheng Zeng | Lei Hou | Juanzi Li |

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions F i n d i n g s - E M N L P

Shulin Cao | Jiajie Zhang | Jiaxin Shi | Xin Lv | Zijun Yao | Qi Tian | Lei Hou | Juanzi Li |

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction EMNLP

Ji Qi | Chuchun Zhang | Xiaozhi Wang | Kaisheng Zeng | Jifan Yu | Jinxin Liu | Lei Hou | Juanzi Li | Xu Bin |

Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach F i n d i n g s - E M N L P

Zheyuan Zhang | Jifan Yu | Juanzi Li | Lei Hou |

Learn to Not Link: Exploring NIL Prediction in Entity Linking F i n d i n g s - A C L

Fangwei Zhu | Jifan Yu | Hailong Jin | Lei Hou | Juanzi Li | Zhifang Sui |

The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation F i n d i n g s - A C L

Hao Peng | Xiaozhi Wang | Feng Yao | Kaisheng Zeng | Lei Hou | Juanzi Li | Zhiyuan Liu | Weixing Shen |

VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering ACL

Zijun Yao | Yuanyong Chen | Xin Lv | Shulin Cao | Amy Xin | Jifan Yu | Hailong Jin | Jianjun Xu | Peng Zhang | Lei Hou | Juanzi Li |

Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline ACL

Mengying Lu | Yuquan Wang | Jifan Yu | Yexing Du | Lei Hou | Juanzi Li |

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL

Jiajie Zhang | Shulin Cao | Tingjian Zhang | Xin Lv | Juanzi Li | Lei Hou | Jiaxin Shi | Qi Tian |

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL

Shulin Cao | Jiaxin Shi | Liangming Pan | Lunyiu Nie | Yutong Xiang | Lei Hou | Juanzi Li | Bin He | Hanwang Zhang |

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL Findings

Xin Lv | Yankai Lin | Yixin Cao | Lei Hou | Juanzi Li | Zhiyuan Liu | Peng Li | Jie Zhou |

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset ACL Findings

Feng Yao | Chaojun Xiao | Xiaozhi Wang | Zhiyuan Liu | Lei Hou | Cunchao Tu | Juanzi Li | Yun Liu | Weixing Shen | Maosong Sun |

Program Transfer for Answering Complex Questions over Knowledge Bases ACL

Shulin Cao | Jiaxin Shi | Zijun Yao | Xin Lv | Jifan Yu | Lei Hou | Juanzi Li | Zhiyuan Liu | Jinghui Xiao |

How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL Findings

Hailong Jin | Tiansi Dong | Lei Hou | Juanzi Li | Hui Chen | Zelin Dai | Qu Yincen |

DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL

MeiHan Tong | Bin Xu | Shuai Wang | Meihuan Han | Yixin Cao | Jiangqi Zhu | Siyu Chen | Lei Hou | Juanzi Li |

On Transferability of Prompt Tuning for Natural Language Processing NAACL

Yusheng Su | Xiaozhi Wang | Yujia Qin | Chi-Min Chan | Yankai Lin | Huadong Wang | Kaiyue Wen | Zhiyuan Liu | Peng Li | Juanzi Li | Lei Hou | Maosong Sun | Jie Zhou |

UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor COLING

Shangqing Tu | Jifan Yu | Fangwei Zhu | Juanzi Li | Lei Hou | Jian-Yun Nie |

Dependency Parsing via Sequence Generation F i n d i n g s - E M N L P

Boda Lin | Zijun Yao | Jiaxin Shi | Shulin Cao | Binghao Tang | Si Li | Yong Luo | Juanzi Li | Lei Hou |

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP

Yushi Bai | Xin Lv | Juanzi Li | Lei Hou | Yincen Qu | Zelin Dai | Feiyu Xiong |

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction F i n d i n g s - E M N L P

Ji Qi | Yuxiang Chen | Lei Hou | Juanzi Li | Bin Xu |

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models EMNLP

Hao Peng | Xiaozhi Wang | Shengding Hu | Hailong Jin | Lei Hou | Juanzi Li | Zhiyuan Liu | Qun Liu |

ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms F i n d i n g s - E M N L P

Jinxin Liu | Jiaxin Shi | Ji Qi | Lei Hou | Juanzi Li | Qi Tian |

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation EMNLP

Lunyiu Nie | Shulin Cao | Jiaxin Shi | Jiuding Sun | Qi Tian | Lei Hou | Juanzi Li | Jidong Zhai |

Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP

Xiaozhi Wang | Kaiyue Wen | Zhengyan Zhang | Lei Hou | Zhiyuan Liu | Juanzi Li |

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP

Xiaozhi Wang | Yulin Chen | Ning Ding | Hao Peng | Zimu Wang | Yankai Lin | Xu Han | Lei Hou | Juanzi Li | Zhiyuan Liu | Peng Li | Jie Zhou |

CLEVE: Contrastive Pre-training for Event Extraction ACL IJCNLP

Ziqi Wang | Xiaozhi Wang | Xu Han | Yankai Lin | Lei Hou | Zhiyuan Liu | Peng Li | Juanzi Li | Jie Zhou |

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP

Xin Lv | Yixin Cao | Lei Hou | Juanzi Li | Zhiyuan Liu | Yichi Zhang | Zelin Dai |

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP

Jiaxin Shi | Shulin Cao | Lei Hou | Juanzi Li | Hanwang Zhang |

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL IJCNLP

Meihan Tong | Shuai Wang | Bin Xu | Yixin Cao | Minghui Liu | Lei Hou | Juanzi Li |

TWAG: A Topic-Guided Wikipedia Abstract Generator ACL IJCNLP

Fangwei Zhu | Shangqing Tu | Jiaxin Shi | Juanzi Li | Lei Hou | Tong Cui |

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL IJCNLP

Zijun Yao | Chengjiang Li | Tiansi Dong | Xin Lv | Jifan Yu | Lei Hou | Juanzi Li | Yichi Zhang | Zelin Dai |

Improving Event Detection via Open-domain Trigger Knowledge ACL

Meihan Tong | Bin Xu | Shuai Wang | Yixin Cao | Lei Hou | Juanzi Li | Jun Xie |

MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ACL

Jifan Yu | Gan Luo | Tong Xiao | Qingyang Zhong | Yuquan Wang | wenzheng feng | Junyi Luo | Chenyu Wang | Lei Hou | Juanzi Li | Zhiyuan Liu | Jie Tang |

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs AACL

Jifan Yu | Chenyu Wang | Gan Luo | Lei Hou | Juanzi Li | Jie Tang | Minlie Huang | Zhiyuan Liu |

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP

Xin Lv | Xu Han | Lei Hou | Juanzi Li | Zhiyuan Liu | Wei Zhang | Yichi Zhang | Hao Kong | Suhui Wu |

Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP

Chengjiang Li | Yixin Cao | Lei Hou | Jiaxin Shi | Juanzi Li | Tat-Seng Chua |

Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations EMNLP

Xin Lv | Yuxian Gu | Xu Han | Lei Hou | Juanzi Li | Zhiyuan Liu |

Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks EMNLP

Hailong Jin | Lei Hou | Juanzi Li | Tiansi Dong |

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game ACL

Jifan Yu | Chenyu Wang | Gan Luo | Lei Hou | Juanzi Li | Zhiyuan Liu | Jie Tang |

Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases COLING

Hailong Jin | Lei Hou | Juanzi Li | Tiansi Dong |

Neural Collective Entity Linking COLING

Yixin Cao | Lei Hou | Juanzi Li | Zhiyuan Liu |

Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision EMNLP

Yixin Cao | Lei Hou | Juanzi Li | Zhiyuan Liu | Chengjiang Li | Xu Chen | Tiansi Dong |

Differentiating Concepts and Instances for Knowledge Graph Embedding EMNLP

Xin Lv | Lei Hou | Juanzi Li | Zhiyuan Liu |

.