Lei Hou

According to our database, Lei Hou authored at least 117 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Survey of Knowledge Enhanced Pre-Trained Language Models.

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

IEEE Trans. Knowl. Data Eng., April, 2024

2023

HKGCL: Hierarchical graph contrastive learning for multi-domain recommendation over knowledge graph.

Yakun Li, Lei Hou, Dongmei Li, Juanzi Li

Expert Syst. Appl., December, 2023

Pre-training language model incorporating domain-specific heterogeneous knowledge into a unified representation.

Hongyin Zhu, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao

Expert Syst. Appl., April, 2023

Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph.

Yakun Li, Lei Hou, Juanzi Li

ACM Trans. Inf. Syst., 2023

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

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

CoRR, 2023

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

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

CoRR, 2023

KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding.

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

CoRR, 2023

KoLA: Carefully Benchmarking World Knowledge of Large Language Models.

Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Nianyi Lin, Kaifeng Yun, Linlu Gong, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li

CoRR, 2023

Benchmarking Foundation Models with Language-Model-as-an-Examiner.

Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jiayin Zhang, Juanzi Li, Lei Hou

CoRR, 2023

ChatLog: Recording and Analyzing ChatGPT Across Time.

Shangqing Tu, Chunyang Li, Jifan Yu, Xiaozhi Wang, Lei Hou, Juanzi Li

CoRR, 2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation.

Ji Qi, Jifan Yu, Teng Tu, Kunyu Gao, Yifan Xu, Xinyu Guan, Xiaozhi Wang, Yuxiao Dong, Bin Xu, Lei Hou, Juanzi Li, Jie Tang, Weidong Guo, Hui Liu, Yu Xu

CoRR, 2023

MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs.

Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

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

Yushi Bai, Xin Lv, Juanzi Li, Lei Hou

Proceedings of the International Conference on Machine Learning, 2023

LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts.

Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation.

Ji Qi, Jifan Yu, Teng Tu, Kunyu Gao, Yifan Xu, Xinyu Guan, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li, Jie Tang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering.

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

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

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing.

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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Entity knowledge transfer-oriented dual-target cross-domain recommendations.

Yakun Li, Qiang Wu, Lei Hou, Juanzi Li

Expert Syst. Appl., 2022

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

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

CoRR, 2022

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

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

CoRR, 2022

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph.

Bowen Zhao, Jiuding Sun, Bin Xu, Xingyu Lu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li

CoRR, 2022

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

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

CoRR, 2022

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

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

CoRR, 2022

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

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

CoRR, 2022

Towards a General Pre-training Framework for Adaptive Learning in MOOCs.

Qingyang Zhong, Jifan Yu, Zheyuan Zhang, Yiming Mao, Yuquan Wang, Yankai Lin, Lei Hou, Juanzi Li, Jie Tang

CoRR, 2022

GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation.

Lunyiu Nie, Shulin Cao, Jiaxin Shi, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai

CoRR, 2022

Schema-Free Dependency Parsing via Sequence Generation.

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

CoRR, 2022

ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment.

Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Juanzi Li, Ling Feng

CoRR, 2022

Multimodal Entity Tagging with Multimodal Knowledge Base.

Hao Peng, Hang Li, Lei Hou, Juanzi Li, Chao Qiao

CoRR, 2022

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

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

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

On Transferability of Prompt Tuning for Natural Language Processing.

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

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation.

Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Xinyu Guan, Jing Zhang, Lei Hou, Juanzi Li, Jie Tang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

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

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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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

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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

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

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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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

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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Dependency Parsing via Sequence Generation.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

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

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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Triple-as-Node Knowledge Graph and Its Embeddings.

Xin Lv, Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li

Proceedings of the Database Systems for Advanced Applications, 2022

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

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

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Interactive Contrastive Learning for Self-Supervised Entity Alignment.

Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

CStory: A Chinese Large-scale News Storyline Dataset.

Kaijie Shi, Xiaozhi Wang, Jifan Yu, Lei Hou, Juanzi Li, Jingtong Wu, Dingyu Yong, Jinghui Xiao, Qun Liu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset.

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

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

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

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

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

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

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Program Transfer for Answering Complex Questions over Knowledge Bases.

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

On Transferability of Prompt Tuning for Natural Language Understanding.

YuSheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou

CoRR, 2021

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning.

Yujia Qin, Xiaozhi Wang, YuSheng Su, Yankai Lin, Ning Ding, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou

CoRR, 2021

Program Transfer and Ontology Awareness for Semantic Parsing in KBQA.

Shulin Cao, Jiaxin Shi, Zijun Yao, Lei Hou, Juanzi Li, Jinghui Xiao

CoRR, 2021

TravelBERT: Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation.

Hongyin Zhu, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao

CoRR, 2021

A comprehensive survey of entity alignment for knowledge graphs.

Kaisheng Zeng, Chengjiang Li, Lei Hou, Juanzi Li, Ling Feng

AI Open, 2021

Encoding the Meaning Triangle (Object, Entity, and Concept) as the Semantic Foundation for Entity Alignment.

Kaisheng Zeng, Chengjiang Li, Yan Qi, Xin Lv, Lei Hou, Guozheng Peng, Juanzi Li, Ling Feng

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Expertise-Aware Crowdsourcing Taxonomy Enrichment.

Yuquan Wang, Yanpeng Wang, Yiming Mao, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Jie Tang

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction.

Zhiheng Lyu, Kaijie Shi, Xin Li, Lei Hou, Juanzi Li, Binheng Song

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space.

Baoju Liu, Lei Hou, Xin Lv, Juanzi Li, Jinghui Xiao

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Construction of Multimodal Chinese Tourism Knowledge Graph.

Jiawang Xie, Zhenhao Dong, Qinghua Wen, Hongyin Zhu, Hailong Jin, Lei Hou, Juanzi Li

Proceedings of the Data Science, 2021

Learning Behavior-Aware Cognitive Diagnosis for Online Education Systems.

Yiming Mao, Bin Xu, Jifan Yu, Yifan Fang, Jie Yuan, Juanzi Li, Lei Hou

Proceedings of the Data Science, 2021

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

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs.

Jifan Yu, Yuquan Wang, Qingyang Zhong, Gan Luo, Yiming Mao, Kai Sun, Wenzheng Feng, Wei Xu, Shulin Cao, Kaisheng Zeng, Zijun Yao, Lei Hou, Yankai Lin, Peng Li, Jie Zhou, Bin Xu, Juanzi Li, Jie Tang, Maosong Sun

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Iterative Strict Density-Based Clustering for News Stream.

Kaijie Shi, Jiaxin Shi, Yu Zhou, Lei Hou, Juanzi Li

Proceedings of the Information Retrieval - 27th China Conference, 2021

TWAG: A Topic-Guided Wikipedia Abstract Generator.

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

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

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

CLEVE: Contrastive Pre-training for Event Extraction.

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

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

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base.

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

CoRR, 2020

Reinforcement Learning for Named Entity Recognition from Noisy Data.

Jing Wan, Haoming Li, Lei Hou, Juanzi Li

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Improving Low-Resource Chinese Event Detection with Multi-task Learning.

Meihan Tong, Bin Xu, Shuai Wang, Lei Hou, Juanzi Li

Proceedings of the Knowledge Science, Engineering and Management, 2020

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

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

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

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

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Type-Aware Open Information Extraction via Graph Augmentation Model.

Qinghua Wen, Yunzhe Tian, Xiaohui Zhang, Ruoyun Hu, Jinsong Wang, Lei Hou, Juanzi Li

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

Sememe Tree Prediction for English-Chinese Word Pairs.

Baoju Liu, Xuejun Shang, Liqing Liu, Yuanpeng Tan, Lei Hou, Juanzi Li

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

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

Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Improving Event Detection via Open-domain Trigger Knowledge.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Image Enhanced Event Detection in News Articles.

Meihan Tong, Shuai Wang, Yixin Cao, Bin Xu, Juanzi Li, Lei Hou, Tat-Seng Chua

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Geographical Information Enhanced POI Hierarchical Classification.

Shaopeng Liu, Jifan Yu, Juanzi Li, Lei Hou

Proceedings of the Web Information Systems and Applications, 2020

2019

XLORE2: Large-scale Cross-lingual Knowledge Graph Construction and Application.

Hailong Jin, Chengjiang Li, Jing Zhang, Lei Hou, Juanzi Li, Peng Zhang

Data Intell., 2019

Domain Adaptive Question Answering over Knowledge Base.

Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang, Min Hu

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Unsupervised Cross-Lingual Sentence Representation Learning via Linguistic Isomorphism.

Shuai Wang, Lei Hou, Meihan Tong

Proceedings of the Knowledge Science, Engineering and Management, 2019

Event-Oriented Wiki Document Generation.

Fangwei Zhu, Zhengguo Wang, Juanzi Li, Lei Hou, Jiaxin Shi, Shining Lv, Ran Shen, Junjun Jiang

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

DSEL: A Domain-Specific Entity Linking System.

Xinru Zhang, Huifang Xu, Yixin Cao, Yuanpeng Tan, Lei Hou, Juanzi Li, Jiaxin Shi

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Knowledge-Enhanced Bilingual Textual Representations for Cross-Lingual Semantic Textual Similarity.

Hsuehkuan Lu, Yixin Cao, Lei Hou, Juanzi Li

Proceedings of the Data Science, 2019

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

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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Learning Multilingual Sentence Embeddings from Monolingual Corpus.

Shuai Wang, Lei Hou, Juanzi Li, Meihan Tong, Jiabo Jiang

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Leveraging Multi-head Attention Mechanism to Improve Event Detection.

Meihan Tong, Bin Xu, Lei Hou, Juanzi Li, Shuai Wang

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

How Important Is POS to Dependency Parsing? Joint POS Tagging and Dependency Parsing Neural Networks.

Hsuehkuan Lu, Lei Hou, Juanzi Li

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

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

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

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization.

Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Embed Sentences Using Attentive Recursive Trees.

Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts.

Jiangtao Zhang, Juanzi Li, Shuai Wang, Yan Zhang, Yixin Cao, Lei Hou, Xiao-Li Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Differentiating Concepts and Instances for Knowledge Graph Embedding.

Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

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

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

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition.

Jiangtao Zhang, Juanzi Li, Xiao-Li Li, Yixin Cao, Lei Hou, Shuai Wang

Proceedings of the Database Systems for Advanced Applications, 2018

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

Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Neural Collective Entity Linking.

Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Metadata Extraction for Scientific Papers.

Binjie Meng, Lei Hou, Erhong Yang, Juanzi Li

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

Type Hierarchy Enhanced Heterogeneous Network Embedding for Fine-Grained Entity Typing in Knowledge Bases.

Hailong Jin, Lei Hou, Juanzi Li

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

2017

Learning to Align Comments to News Topics.

Lei Hou, Juanzi Li, Xiaoli Li, Jie Tang, Xiaofei Guo

ACM Trans. Inf. Syst., 2017

Adaptive online event detection in news streams.

Linmei Hu, Bin Zhang, Lei Hou, Juanzi Li

Knowl. Based Syst., 2017

Cross-Lingual Infobox Alignment in Wikipedia Using Entity-Attribute Factor Graph.

Yan Zhang, Thomas Paradis, Lei Hou, Juanzi Li, Jing Zhang, Haitao Zheng

Proceedings of the Semantic Web - ISWC 2017, 2017

XLink: An Unsupervised Bilingual Entity Linking System.

Jing Zhang, Yixin Cao, Lei Hou, Juanzi Li, Hai-Tao Zheng

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

2016

Detecting Public Influence on News Using Topic-Aware Dynamic Granger Test.

Lei Hou, Juan-Zi Li, Xiaoli Li, Jianbin Jin

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

NewsMiner: Multifaceted news analysis for event search.

Lei Hou, Juanzi Li, Zhichun Wang, Jie Tang, Peng Zhang, Ruibing Yang, Qian Zheng

Knowl. Based Syst., 2015

Target Detection and Knowledge Learning for Domain Restricted Question Answering.

Mengdi Zhang, Tao Huang, Yixin Cao, Lei Hou

Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling.

Lei Hou, Juanzi Li, Xiaoli Li, Yu Su

Proceedings of the Database Systems for Advanced Applications, 2015

2014

Personalized Model Combination for News Recommendation in Microblogs.

Rémi Lam, Lei Hou, Juan-Zi Li

Proceedings of the Semantic Technology - 4th Joint International Conference, 2014

2013

What Users Care About: A Framework for Social Content Alignment.

Lei Hou, Juanzi Li, Xiaoli Li, Jiangfeng Qu, Xiaofei Guo, Ou Hui, Jie Tang

Proceedings of the IJCAI 2013, 2013

2012

Co-mention and Context-Based Entity Linking.

Qian Zheng, Juanzi Li, Zhichun Wang, Lei Hou

Proceedings of the Semantic Web and Web Science, 2012

Exploration and Visualization of Administrator Network in Wikipedia.

Jamal Yousaf, Juanzi Li, Haisu Zhang, Lei Hou

Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

Personalized Diversity Search Based on User's Social Relationships.

Ming Li, Juanzi Li, Lei Hou, Hai-Tao Zheng

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2010

RiMOM results for OAEI 2010.

Zhichun Wang, Xiao Zhang, Lei Hou, Yue Zhao, Juanzi Li, Yu Qi, Jie Tang

Proceedings of the 5th International Workshop on Ontology Matching (OM-2010), 2010