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Viewing Publication 1 - 46 from 46

2024

A Survey of Knowledge Enhanced Pre-Trained Language ModelsLinmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou 0001, Liqiang Nie, Juanzi Li. tkde, 36(4):1413-1430, April 2024. [doi]

2023

2022

CStory: A Chinese Large-scale News Storyline DatasetKaijie Shi 0001, Xiaozhi Wang, Jifan Yu, Lei Hou 0001, Juanzi Li, Jingtong Wu, Dingyu Yong, JingHui Xiao, Qun Liu 0001. CIKM 2022: 4475-4479 [doi]

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph ReasoningYushi Bai, Xin Lv, Juanzi Li, Lei Hou 0001, Yincen Qu, Zelin Dai, Feiyu Xiong. emnlp 2022: 1649-1662 [doi]

Program Transfer for Answering Complex Questions over Knowledge BasesShulin Cao, Jiaxin Shi, Zijun Yao 0002, Xin Lv, Jifan Yu, Lei Hou 0001, Juanzi Li, Zhiyuan Liu 0001, JingHui Xiao. acl 2022: 8128-8140 [doi]

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge BaseShulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou 0001, Juanzi Li, Bin He, Hanwang Zhang. acl 2022: 6101-6119 [doi]

How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing?Hailong Jin, Tiansi Dong, Lei Hou 0001, Juanzi Li, Hui Chen, Zelin Dai, Yincen Qu. acl 2022: 3071-3081 [doi]

Dependency Parsing via Sequence GenerationBoda Lin, Zijun Yao 0002, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li 0001, Yong Luo, Juanzi Li, Lei Hou 0001. emnlp 2022: 7339-7353 [doi]

ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying MechanismsJinxin Liu, Jiaxin Shi, Ji Qi, Lei Hou 0001, Juanzi Li, Qi Tian. emnlp 2022: 6193-6206 [doi]

Triple-as-Node Knowledge Graph and Its EmbeddingsXin Lv, Jiaxin Shi, Shulin Cao, Lei Hou 0001, Juanzi Li. dasfaa 2022: 107-121 [doi]

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable ApproachXin Lv, Yankai Lin, Yixin Cao 0002, Lei Hou 0001, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou. acl 2022: 3570-3581 [doi]

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate RepresentationLunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou 0001, Juanzi Li, Jidong Zhai. emnlp 2022: 5848-5865 [doi]

COPEN: Probing Conceptual Knowledge in Pre-trained Language ModelsHao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou 0001, Juanzi Li, Zhiyuan Liu 0010, Qun Liu 0001. emnlp 2022: 5015-5035 [doi]

Syntactically Robust Training on Partially-Observed Data for Open Information ExtractionJi Qi, Yuxiang Chen, Lei Hou 0001, Juanzi Li, Bin Xu. emnlp 2022: 6245-6257 [doi]

On Transferability of Prompt Tuning for Natural Language ProcessingYusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou 0001, Maosong Sun, Jie Zhou. naacl 2022: 3949-3969 [doi]

UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based ExtractorShangqing Tu, Jifan Yu, Fangwei Zhu, Juanzi Li, Lei Hou 0001, Jian-Yun Nie. COLING 2022: 6315-6326 [doi]

Finding Skill Neurons in Pre-trained Transformer-based Language ModelsXiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou 0001, Zhiyuan Liu, Juanzi Li. emnlp 2022: 11132-11152 [doi]

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionXiaozhi Wang, Yulin Chen, Ning Ding 0002, Hao Peng, Zimu Wang, Yankai Lin, Xu Han 0007, Lei Hou 0001, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou. emnlp 2022: 926-941 [doi]

LEVEN: A Large-Scale Chinese Legal Event Detection DatasetFeng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou 0001, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun. acl 2022: 183-201 [doi]

XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue GenerationJifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Xinyu Guan, Jing Zhang, Lei Hou 0001, Juanzi Li, Jie Tang 0001. kdd 2022: 4422-4432 [doi]

Interactive Contrastive Learning for Self-Supervised Entity AlignmentKaisheng Zeng, Zhenhao Dong, Lei Hou 0001, Yixin Cao 0002, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng. CIKM 2022: 2465-2475 [doi]

2021

Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe SpaceBaoju Liu, Lei Hou 0001, Xin Lv, Juanzi Li, JingHui Xiao. nlpcc 2021: 27-39 [doi]

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning InterpretabilityXin Lv, Yixin Cao 0002, Lei Hou 0001, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai. emnlp 2021: 8899-8911 [doi]

Learning Behavior-Aware Cognitive Diagnosis for Online Education SystemsYiming Mao, Bin Xu, Jifan Yu, Yifan Fang, Jie Yuan, Juanzi Li, Lei Hou 0001. icycsee 2021: 385-398 [doi]

Iterative Strict Density-Based Clustering for News StreamKaijie Shi, Jiaxin Shi, Yu Zhou, Lei Hou 0001, Juanzi Li. ccir 2021: 88-99 [doi]

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation GraphJiaxin Shi, Shulin Cao, Lei Hou 0001, Juanzi Li, Hanwang Zhang. emnlp 2021: 4149-4158 [doi]

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity RecognitionMeihan Tong, Shuai Wang, Bin Xu, Yixin Cao 0002, Minghui Liu, Lei Hou 0001, Juanzi Li. acl 2021: 6236-6247 [doi]

Expertise-Aware Crowdsourcing Taxonomy EnrichmentYuquan Wang, Yanpeng Wang, Yiming Mao, Jifan Yu, Kaisheng Zeng, Lei Hou 0001, Juanzi Li, Jie Tang 0001. wise 2021: 14-29 [doi]

CLEVE: Contrastive Pre-training for Event ExtractionZiqi Wang, Xiaozhi Wang, Xu Han 0007, Yankai Lin, Lei Hou 0001, Zhiyuan Liu 0001, Peng Li 0030, Juanzi Li, Jie Zhou 0016. acl 2021: 6283-6297 [doi]

Construction of Multimodal Chinese Tourism Knowledge GraphJiawang Xie, Zhenhao Dong, Qinghua Wen, Hongyin Zhu, Hailong Jin, Lei Hou 0001, Juanzi Li. icycsee 2021: 16-29 [doi]

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision MakingZijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou 0001, Juanzi Li, Yichi Zhang, Zelin Dai. acl 2021: 2770-2781 [doi]

A comprehensive survey of entity alignment for knowledge graphsKaisheng Zeng, Chengjiang Li, Lei Hou 0001, Juanzi Li, Ling Feng. aiopen, 2:1-13, 2021. [doi]

Encoding the Meaning Triangle (Object, Entity, and Concept) as the Semantic Foundation for Entity AlignmentKaisheng Zeng, Chengjiang Li, Yan Qi, Xin Lv, Lei Hou 0001, Guozheng Peng, Juanzi Li, Ling Feng. wise 2021: 227-241 [doi]

TWAG: A Topic-Guided Wikipedia Abstract GeneratorFangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou 0001, Tong Cui. acl 2021: 4623-4635 [doi]

2020

Geographical Information Enhanced POI Hierarchical ClassificationShaopeng Liu, Jifan Yu, Juanzi Li, Lei Hou 0001. IEEEwisa 2020: 108-119 [doi]

Sememe Tree Prediction for English-Chinese Word PairsBaoju Liu, Xuejun Shang, Liqing Liu, Yuanpeng Tan, Lei Hou 0001, Juanzi Li. ccks 2021: 15-27 [doi]

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge GraphXin Lv, Xu Han 0007, Lei Hou 0001, Juanzi Li, Zhiyuan Liu 0001, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu. emnlp 2020: 5694-5703 [doi]

Image Enhanced Event Detection in News ArticlesMeihan Tong, Shuai Wang, Yixin Cao 0002, Bin Xu 0001, Juanzi Li, Lei Hou 0001, Tat-Seng Chua. AAAI 2020: 9040-9047 [doi]

Improving Event Detection via Open-domain Trigger KnowledgeMeihan Tong, Bin Xu 0001, Shuai Wang, Yixin Cao 0002, Lei Hou 0001, Juanzi Li, Jun Xie. acl 2020: 5887-5897 [doi]

Reinforcement Learning for Named Entity Recognition from Noisy DataJing Wan, Haoming Li 0009, Lei Hou 0001, Juaizi Li. nlpcc 2020: 333-345 [doi]

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCsJifan Yu, Chenyu Wang, Gan Luo, Lei Hou 0001, Juanzi Li, Jie Tang 0001, Minlie Huang, Zhiyuan Liu 0001. ijcnlp 2020: 770-780 [doi]

MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCsJifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou 0001, Juanzi Li, Zhiyuan Liu 0001, Jie Tang 0001. acl 2020: 3135-3142 [doi]

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