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Syntactically Robust Training on Partially-Observed Data for Open Information Extraction


Jan 17, 2023
Ji Qi, Yuxiang Chen, Lei Hou, Juanzi Li, Bin Xu

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Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization


Dec 21, 2022
Yushi Bai, Xin Lv, Juanzi Li, Lei Hou

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* Code is available at https://github.com/bys0318/QTO 

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A Survey of Knowledge-Enhanced Pre-trained Language Models


Nov 18, 2022
Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li

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


Nov 14, 2022
Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li

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* Accepted at EMNLP 2022. Camera-ready version 

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


Nov 14, 2022
Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

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* Accepted at EMNLP 2022. Camera-ready version 

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COPEN: Probing Conceptual Knowledge in Pre-trained Language Models


Nov 08, 2022
Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu

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* Accepted by EMNLP 2022 

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Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension


Oct 12, 2022
Xin Lv, Yankai Lin, Zijun Yao, Kaisheng Zeng, Jiajie Zhang, Lei Hou, Juanzi Li

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ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction


Oct 08, 2022
Ji Qi, Bin Xu, Kaisheng Zeng, Jinxin Liu, Jifan Yu, Qi Gao, Juanzi Li, Lei Hou

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Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing


Oct 04, 2022
Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai

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Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset


Sep 27, 2022
Hong Liu, Hao Peng, Zhijian Ou, Juanzi Li, Yi Huang, Junlan Feng

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