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ORCIDLei Hou 0001
侯磊
Person information
- affiliation: Tsinghua University, Department of Computer Science and Technology, BDCST, BNRist, KIRC, Institute for Artificial Intelligence, Beijing, China
- unicode name: 侯磊
Other persons with the same name
- Lei Hou — disambiguation page
- Lei Hou 0002 — Shanghai Jiao Tong University, Shanghai, China (and 1 more)
- Lei Hou 0003 — Yunnan Normal University, Kunming, China
- Lei Hou 0004 — China University of Petroleum, Beijing, China
- Lei Hou 0005 — Shanghai University, Shanghai, China
- Lei Hou 0006 — Harbin Institute of Technology, Shenzhen, China
- Lei Hou 0007
![[0000-0002-5503-414X]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-5503-414X")
— RMIT University, Melbourne, Australia (and 2 more) - Lei Hou 0008 — Queensland University of Technology, Brisbane, QLD, Australia (and 1 more)
- Lei Hou 0009 — Nanjing University of Information Science and Technology, School of Management Science and Engineering, China (and 1 more)
- Lei Hou 0010 — Fujian Normal University, Fuzhou, Fujian, China
- Lei Hou 0011 — Saitama University, Saitama, Japan
- Lei Hou 0012 — Xi'an University of Technology, Xi'an, China
- Lei Hou 0013 — Beihang University, Beijing, China
- Lei Hou 0014 — University of Shanghai for Science and Technology, Shanghai, China
- Lei Hou 0016 — University of Electronic Science and Technology of China, Chengdu, China
- Lei Hou 0017 — Brunel University, London, UK
- Lei Hou 0018 — Dalian Maritime University, Dalian, China
- Lei Hou 0019 — State University of New York at Stony Brook, Stony Brook, NY, USA
Other persons with a similar name
- Lei Hou Hamilton
- Chi Hou Lei
- Hou Lei
- Kin Hou Lei (aka: Tobias Kin Hou Lei)
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2020 – today
- 2025
[j14]Ao Zou, Jun Zou, Shulin Cao, Jiajie Zhang, Jinxin Liu, Jing Wan, Lei Hou:
Dynamic multi teacher knowledge distillation for semantic parsing in KBQA. Expert Syst. Appl. 263: 125599 (2025)- 2024
- [j13]Kai Sun, Jifan Yu, Juanzi Li, Lei Hou:
Exploring sequence-to-sequence taxonomy expansion via language model probing. Expert Syst. Appl. 239: 122321 (2024) - [j12]Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Jing Yi, Weize Chen, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou:
Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3631-3643 (2024) - [j11]Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li:
A Survey of Knowledge Enhanced Pre-Trained Language Models. IEEE Trans. Knowl. Data Eng. 36(4): 1413-1430 (2024) - [j10]Yakun Li, Lei Hou, Juanzi Li:
Towards Knowledge-Aware and Deep Reinforced Cross-Domain Recommendation Over Collaborative Knowledge Graph. IEEE Trans. Knowl. Data Eng. 36(11): 7171-7187 (2024) - [c118]Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lunyiu Nie, Linmei Hu, Lei Hou, Juanzi Li:
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering. ACL (Findings) 2024: 792-815 - [c117]Shangqing Tu, Yuliang Sun, Yushi Bai, Jifan Yu, Lei Hou, Juanzi Li:
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models. ACL (1) 2024: 1517-1542 - [c116]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:
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding. ACL (1) 2024: 3119-3137 - [c115]Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li:
MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. ACL (1) 2024: 4072-4091 - [c114]Mengna Zhu, Kaisheng Zeng, Jibing Wu, Lihua Liu, Hongbin Huang, Lei Hou, Juanzi Li:
LC4EE: LLMs as Good Corrector for Event Extraction. ACL (Findings) 2024: 12028-12038 - [c113]Zhicheng Lee, Zhidian Huang, Zijun Yao, Jinxin Liu, Amy Xin, Lei Hou, Juanzi Li:
DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering. CIKM 2024: 5234-5238 - [c112]Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Zijun Yao, Jing Zhang, Lei Hou, Juanzi Li:
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation. LREC/COLING 2024: 102-112 - [c111]Yuchen Fan, Yantao Liu, Zijun Yao, Jifan Yu, Lei Hou, Juanzi Li:
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction. LREC/COLING 2024: 6409-6417 - [c110]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. LREC/COLING 2024: 15511-15521 - [c109]Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li:
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models. LREC/COLING 2024: 17186-17204 - [c108]Minghui Liu, Meihan Tong, Yangda Peng, Lei Hou, Juanzi Li, Bin Xu:
DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction. EMNLP (Findings) 2024: 637-649 - [c107]Kai Sun, Yushi Bai, Ji Qi, Lei Hou, Juan-Zi Li:
MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification. EMNLP (Findings) 2024: 1358-1375 - [c106]Yushi Bai, Xin Lv, Jiajie Zhang, Yuze He, Ji Qi, Lei Hou, Jie Tang, Yuxiao Dong, Juanzi Li:
LongAlign: A Recipe for Long Context Alignment of Large Language Models. EMNLP (Findings) 2024: 1376-1395 - [c105]Jiajie Zhang, Shulin Cao, Linmei Hu, Ling Feng, Lei Hou, Juanzi Li:
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases. EMNLP 2024: 2868-2882 - [c104]Yunjia Qi, Hao Peng, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li:
ADELIE: Aligning Large Language Models on Information Extraction. EMNLP 2024: 7371-7387 - [c103]Chunyang Li, Hao Peng, Xiaozhi Wang, Yunjia Qi, Lei Hou, Bin Xu, Juanzi Li:
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset. EMNLP (Findings) 2024: 11140-11158 - [c102]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, Kaifeng Yun, Linlu Gong, Nianyi Lin, 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:
KoLA: Carefully Benchmarking World Knowledge of Large Language Models. ICLR 2024 - [c101]Shangqing Tu, Yuanchun Wang, Jifan Yu, Yuyang Xie, Yaran Shi, Xiaozhi Wang, Jing Zhang, Lei Hou, Juanzi Li:
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models. KDD 2024: 5813-5824 - [c100]Yubin Chen, Jing Wan, Yexing Du, Jifan Yu, Lei Hou, Juanzi Li:
Entity Set Expansion Based on Category Prompts in MOOCs. KSEM (2) 2024: 318-332 - [c99]Yong Guan, Dingxiao Liu, Jinchen Ma, Hao Peng, Xiaozhi Wang, Lei Hou, Ru Li:
Event GDR: Event-Centric Generative Document Retrieval. WWW (Companion Volume) 2024: 975-978 - [i87]Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lei Hou, Juanzi Li:
Probing Structured Semantics Understanding and Generation of Language Models via Question Answering. CoRR abs/2401.05777 (2024) - [i86]Yushi Bai, Xin Lv, Jiajie Zhang, Yuze He, Ji Qi, Lei Hou, Jie Tang, Yuxiao Dong, Juanzi Li:
LongAlign: A Recipe for Long Context Alignment of Large Language Models. CoRR abs/2401.18058 (2024) - [i85]Jiajie Zhang, Shulin Cao, Linmei Hu, Ling Feng, Lei Hou, Juanzi Li:
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases. CoRR abs/2402.01619 (2024) - [i84]Ji Qi, Ming Ding, Weihan Wang, Yushi Bai, Qingsong Lv, Wenyi Hong, Bin Xu, Lei Hou, Juanzi Li, Yuxiao Dong, Jie Tang:
CogCoM: Train Large Vision-Language Models Diving into Details through Chain of Manipulations. CoRR abs/2402.04236 (2024) - [i83]Hao Peng, Xiaozhi Wang, Chunyang Li, Kaisheng Zeng, Jiangshan Duo, Yixin Cao, Lei Hou, Juanzi Li:
Event-level Knowledge Editing. CoRR abs/2402.13093 (2024) - [i82]Daniel Zhang-Li, Nianyi Lin, Jifan Yu, Zheyuan Zhang, Zijun Yao, Xiaokang Zhang, Lei Hou, Jing Zhang, Juanzi Li:
Reverse That Number! Decoding Order Matters in Arithmetic Learning. CoRR abs/2403.05845 (2024) - [i81]Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Zijun Yao, Jing Zhang, Lei Hou, Juanzi Li:
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation. CoRR abs/2404.03491 (2024) - [i80]Yuchen Fan, Yantao Liu, Zijun Yao, Jifan Yu, Lei Hou, Juanzi Li:
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction. CoRR abs/2404.03532 (2024) - [i79]Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li:
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models. CoRR abs/2404.03577 (2024) - [i78]Yunjia Qi, Hao Peng, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li:
ADELIE: Aligning Large Language Models on Information Extraction. CoRR abs/2405.05008 (2024) - [i77]Yong Guan, Dingxiao Liu, Jinchen Ma, Hao Peng, Xiaozhi Wang, Lei Hou, Ru Li:
Event GDR: Event-Centric Generative Document Retrieval. CoRR abs/2405.06886 (2024) - [i76]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. CoRR abs/2405.06890 (2024) - [i75]Yuanchun Wang, Jifan Yu, Zijun Yao, Jing Zhang, Yuyang Xie, Shangqing Tu, Yiyang Fu, Youhe Feng, Jinkai Zhang, Jingyao Zhang, Bowen Huang, Yuanyao Li, Huihui Yuan, Lei Hou, Juanzi Li, Jie Tang:
A Solution-based LLM API-using Methodology for Academic Information Seeking. CoRR abs/2405.15165 (2024) - [i74]Shangqing Tu, Kejian Zhu, Yushi Bai, Zijun Yao, Lei Hou, Juanzi Li:
DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning. CoRR abs/2406.04197 (2024) - [i73]Shangqing Tu, Yuanchun Wang, Jifan Yu, Yuyang Xie, Yaran Shi, Xiaozhi Wang, Jing Zhang, Lei Hou, Juanzi Li:
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models. CoRR abs/2406.11681 (2024) - [i72]Shangqing Tu, Zhuoran Pan, Wenxuan Wang, Zhexin Zhang, Yuliang Sun, Jifan Yu, Hongning Wang, Lei Hou, Juanzi Li:
Knowledge-to-Jailbreak: One Knowledge Point Worth One Attack. CoRR abs/2406.11682 (2024) - [i71]Jianhui Chen, Xiaozhi Wang, Zijun Yao, Yushi Bai, Lei Hou, Juanzi Li:
Finding Safety Neurons in Large Language Models. CoRR abs/2406.14144 (2024) - [i70]Zijun Yao, Weijian Qi, Liangming Pan, Shulin Cao, Linmei Hu, Weichuan Liu, Lei Hou, Juanzi Li:
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation. CoRR abs/2406.19215 (2024) - [i69]Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, Linlu Gong, Jinchang Zhou, Zhiyuan Liu, Lei Hou, Juanzi Li:
Simulating Classroom Education with LLM-Empowered Agents. CoRR abs/2406.19226 (2024) - [i68]Yantao Liu, Zhao Zhang, Zijun Yao, Shulin Cao, Lei Hou, Juanzi Li:
Aligning Teacher with Student Preferences for Tailored Training Data Generation. CoRR abs/2406.19227 (2024) - [i67]Amy Xin, Yunjia Qi, Zijun Yao, Fangwei Zhu, Kaisheng Zeng, Bin Xu, Lei Hou, Juanzi Li:
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking. CoRR abs/2407.04020 (2024) - [i66]Chunyang Li, Hao Peng, Xiaozhi Wang, Yunjia Qi, Lei Hou, Bin Xu, Juanzi Li:
MAVEN-Fact: A Large-scale Event Factuality Detection Dataset. CoRR abs/2407.15352 (2024) - [i65]Yong Guan, Hao Peng, Xiaozhi Wang, Lei Hou, Juanzi Li:
OpenEP: Open-Ended Future Event Prediction. CoRR abs/2408.06578 (2024) - [i64]Yushi Bai, Jiajie Zhang, Xin Lv, Linzhi Zheng, Siqi Zhu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li:
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs. CoRR abs/2408.07055 (2024) - [i63]Jiajie Zhang, Yushi Bai, Xin Lv, Wanjun Gu, Danqing Liu, Minhao Zou, Shulin Cao, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li:
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA. CoRR abs/2409.02897 (2024) - [i62]Jifan Yu, Zheyuan Zhang, Daniel Zhang-li, Shangqing Tu, Zhanxin Hao, Rui Miao Li, Haoxuan Li, Yuanchun Wang, Hanming Li, Linlu Gong, Jie Cao, Jiayin Lin, Jinchang Zhou, Fei Qin, Haohua Wang, Jianxiao Jiang, Lijun Deng, Yisi Zhan, Chaojun Xiao, Xusheng Dai, Xuan Yan, Nianyi Lin, Nan Zhang, Ruixin Ni, Yang Dang, Lei Hou, Yu Zhang, Xu Han, Manli Li, Juanzi Li, Zhiyuan Liu, Huiqin Liu, Maosong Sun:
From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents. CoRR abs/2409.03512 (2024) - [i61]Daniel Zhang-Li, Zheyuan Zhang, Jifan Yu, Joy Lim Jia Yin, Shangqing Tu, Linlu Gong, Haohua Wang, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li:
Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination. CoRR abs/2409.07372 (2024) - [i60]Yantao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juanzi Li:
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style. CoRR abs/2410.16184 (2024) - [i59]Hao Peng, Xin Lv, Yushi Bai, Zijun Yao, Jiajie Zhang, Lei Hou, Juanzi Li:
Pre-training Distillation for Large Language Models: A Design Space Exploration. CoRR abs/2410.16215 (2024) - [i58]Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li:
LongReward: Improving Long-context Large Language Models with AI Feedback. CoRR abs/2410.21252 (2024) - [i57]Yunjia Qi, Hao Peng, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li:
Constraint Back-translation Improves Complex Instruction Following of Large Language Models. CoRR abs/2410.24175 (2024) - 2023
- [j9]Hongyin Zhu, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao:
Pre-training language model incorporating domain-specific heterogeneous knowledge into a unified representation. Expert Syst. Appl. 215: 119369 (2023) - [j8]Yakun Li, Lei Hou, Dongmei Li, Juanzi Li:
HKGCL: Hierarchical graph contrastive learning for multi-domain recommendation over knowledge graph. Expert Syst. Appl. 233: 120963 (2023) - [j7]Yakun Li, Lei Hou, Juanzi Li:
Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph. ACM Trans. Inf. Syst. 41(3): 80:1-80:26 (2023) - [c98]Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai:
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing. AAAI 2023: 13400-13408 - [c97]Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li:
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. ACL (demo) 2023: 179-189 - [c96]Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen:
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. ACL (Findings) 2023: 9206-9227 - [c95]Fangwei Zhu, Jifan Yu, Hailong Jin, Lei Hou, Juanzi Li, Zhifang Sui:
Learn to Not Link: Exploring NIL Prediction in Entity Linking. ACL (Findings) 2023: 10846-10860 - [c94]Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Juanzi Li, Lei Hou:
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding. ACL (Findings) 2023: 11689-11707 - [c93]Mengying Lu, Yuquan Wang, Jifan Yu, Yexing Du, Lei Hou, Juanzi Li:
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline. ACL (1) 2023: 13044-13059 - [c92]Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Juanzi Li, Lei Hou, Jiaxin Shi, Qi Tian:
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. ACL (1) 2023: 14556-14570 - [c91]Jifan Yu, Hanming Li, Gan Luo, Yankai Lin, Peng Li, Jianjun Xu, Lei Hou, Bin Xu:
Exploring the Effectiveness of Student Behavior in Prerequisite Relation Discovery for Concepts. APWeb/WAIM (4) 2023: 359-374 - [c90]Jun Zou, Shulin Cao, Jing Wan, Lei Hou, Jianjun Xu:
Improving the Consistency of Semantic Parsing in KBQA Through Knowledge Distillation. APWeb/WAIM (3) 2023: 373-388 - [c89]Yexing Du, Jifan Yu, Jing Wan, Jianjun Xu, Lei Hou:
Fine-Grained Category Generation for Sets of Entities. APWeb/WAIM (4) 2023: 390-405 - [c88]Jing Wan, Minghui Yuan, Zhenhao Dong, Lei Hou, Jiawang Xie, Hongyin Zhu, Qinghua Wen:
Construction of Multimodal Dialog System via Knowledge Graph in Travel Domain. APWeb/WAIM (4) 2023: 422-437 - [c87]Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li:
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CIKM 2023: 4843-4849 - [c86]Ji Qi, Jifan Yu, Teng Tu, Kunyu Gao, Yifan Xu, Xinyu Guan, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li, Jie Tang:
GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. CIKM 2023: 5391-5395 - [c85]Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu, Kaisheng Zeng, Lei Hou, Juanzi Li:
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding. EMNLP (Demos) 2023: 508-517 - [c84]Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou:
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach. EMNLP (Findings) 2023: 1643-1650 - [c83]Ji Qi, Chuchun Zhang, Xiaozhi Wang, Kaisheng Zeng, Jifan Yu, Jinxin Liu, Lei Hou, Juanzi Li, Xu Bin:
Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. EMNLP 2023: 5876-5890 - [c82]Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Lei Hou, Juanzi Li:
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. EMNLP (Findings) 2023: 12541-12560 - [c81]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou:
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization. ICML 2023: 1472-1491 - [c80]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:
Benchmarking Foundation Models with Language-Model-as-an-Examiner. NeurIPS 2023 - [c79]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:
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. SIGIR 2023: 2924-2934 - [c78]Shulin Cao, Zijun Yao, Lei Hou, Juanzi Li:
Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning. Wikidata@ISWC 2023 - [i56]Ji Qi, Yuxiang Chen, Lei Hou, Juanzi Li, Bin Xu:
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction. CoRR abs/2301.06841 (2023) - [i55]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:
GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. CoRR abs/2303.14655 (2023) - [i54]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:
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. CoRR abs/2304.02205 (2023) - [i53]Shangqing Tu, Chunyang Li, Jifan Yu, Xiaozhi Wang, Lei Hou, Juanzi Li:
ChatLog: Recording and Analyzing ChatGPT Across Time. CoRR abs/2304.14106 (2023) - [i52]Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Jiaxin Shi, Qi Tian, Juanzi Li, Lei Hou:
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. CoRR abs/2305.15056 (2023) - [i51]Fangwei Zhu, Jifan Yu, Hailong Jin, Juanzi Li, Lei Hou, Zhifang Sui:
Learn to Not Link: Exploring NIL Prediction in Entity Linking. CoRR abs/2305.15725 (2023) - [i50]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:
Benchmarking Foundation Models with Language-Model-as-an-Examiner. CoRR abs/2306.04181 (2023) - [i49]Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen:
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. CoRR abs/2306.06918 (2023) - [i48]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:
KoLA: Carefully Benchmarking World Knowledge of Large Language Models. CoRR abs/2306.09296 (2023) - [i47]Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li:
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding. CoRR abs/2307.03115 (2023) - [i46]Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li:
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. CoRR abs/2307.03130 (2023) - [i45]Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li:
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CoRR abs/2308.05935 (2023) - [i44]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:
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding. CoRR abs/2308.14508 (2023) - [i43]Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu, Kaisheng Zeng, Lei Hou, Juanzi Li:
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding. CoRR abs/2309.14258 (2023) - [i42]Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou:
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach. CoRR abs/2310.08172 (2023) - [i41]Ji Qi, Kaixuan Ji, Jifan Yu, Duokang Wang, Bin Xu, Lei Hou, Juanzi Li:
BiLL-VTG: Bridging Large Language Models and Lightweight Visual Tools for Video-based Texts Generation. CoRR abs/2310.10586 (2023) - [i40]Ji Qi, Kaixuan Ji, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Bin Xu:
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment. CoRR abs/2310.10590 (2023) - [i39]Shangqing Tu, Yuliang Sun, Yushi Bai, Jifan Yu, Lei Hou, Juanzi Li:
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models. CoRR abs/2311.07138 (2023) - [i38]Hao Peng, Xiaozhi Wang, Jianhui Chen, Weikai Li, Yunjia Qi, Zimu Wang, Zhili Wu, Kaisheng Zeng, Bin Xu, Lei Hou, Juanzi Li:
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks. CoRR abs/2311.08993 (2023) - [i37]Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li:
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. CoRR abs/2311.09105 (2023) - [i36]Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Juanzi Li, Lei Hou:
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. CoRR abs/2311.13982 (2023) - 2022
- [j6]Yakun Li, Qiang Wu, Lei Hou, Juanzi Li:
Entity knowledge transfer-oriented dual-target cross-domain recommendations. Expert Syst. Appl. 195: 116591 (2022) - [c77]Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun:
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. ACL (Findings) 2022: 183-201 - [c76]Hailong Jin, Tiansi Dong, Lei Hou, Juanzi Li, Hui Chen, Zelin Dai, Yincen Qu:
How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL (Findings) 2022: 3071-3081 - [c75]Xin Lv, Yankai Lin, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach. ACL (Findings) 2022: 3570-3581 - [c74]Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang:
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base. ACL (1) 2022: 6101-6119 - [c73]Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao:
Program Transfer for Answering Complex Questions over Knowledge Bases. ACL (1) 2022: 8128-8140 - [c72]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:
Interactive Contrastive Learning for Self-Supervised Entity Alignment. CIKM 2022: 2465-2475 - [c71]Kaijie Shi, Xiaozhi Wang, Jifan Yu, Lei Hou, Juanzi Li, Jingtong Wu, Dingyu Yong, Jinghui Xiao, Qun Liu:
CStory: A Chinese Large-scale News Storyline Dataset. CIKM 2022: 4475-4479 - [c70]Shangqing Tu, Jifan Yu, Fangwei Zhu, Juanzi Li, Lei Hou, Jian-Yun Nie:
UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor. COLING 2022: 6315-6326 - [c69]Xin Lv, Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li:
Triple-as-Node Knowledge Graph and Its Embeddings. DASFAA (1) 2022: 107-121 - [c68]Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. EMNLP 2022: 926-941 - [c67]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong:
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. EMNLP 2022: 1649-1662 - [c66]Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu:
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. EMNLP 2022: 5015-5035 - [c65]Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai:
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. EMNLP 2022: 5848-5865 - [c64]Jinxin Liu, Jiaxin Shi, Ji Qi, Lei Hou, Juanzi Li, Qi Tian:
ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms. EMNLP (Findings) 2022: 6193-6206 - [c63]Ji Qi, Yuxiang Chen, Lei Hou, Juanzi Li, Bin Xu:
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction. EMNLP (Findings) 2022: 6245-6257 - [c62]Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou:
Dependency Parsing via Sequence Generation. EMNLP (Findings) 2022: 7339-7353 - [c61]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. EMNLP 2022: 11132-11152 - [c60]Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Xinyu Guan, Jing Zhang, Lei Hou, Juanzi Li, Jie Tang:
XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation. KDD 2022: 4422-4432 - [c59]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:
On Transferability of Prompt Tuning for Natural Language Processing. NAACL-HLT 2022: 3949-3969 - [c58]Meihan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen, Lei Hou, Juanzi Li:
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction. NAACL-HLT 2022: 3970-3982 - [i35]Hao Peng, Hang Li, Lei Hou, Juanzi Li, Chao Qiao:
Multimodal Entity Tagging with Multimodal Knowledge Base. CoRR abs/2201.00693 (2022) - [i34]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong:
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. CoRR abs/2201.06206 (2022) - [i33]Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Juanzi Li, Ling Feng:
ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment. CoRR abs/2201.06225 (2022) - [i32]Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou:
Schema-Free Dependency Parsing via Sequence Generation. CoRR abs/2201.12407 (2022) - [i31]Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun:
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. CoRR abs/2203.08556 (2022) - [i30]Lunyiu Nie, Shulin Cao, Jiaxin Shi, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai:
GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation. CoRR abs/2205.12078 (2022) - [i29]Qingyang Zhong, Jifan Yu, Zheyuan Zhang, Yiming Mao, Yuquan Wang, Yankai Lin, Lei Hou, Juanzi Li, Jie Tang:
Towards a General Pre-training Framework for Adaptive Learning in MOOCs. CoRR abs/2208.04708 (2022) - [i28]Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai:
Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing. CoRR abs/2210.01425 (2022) - [i27]Ji Qi, Bin Xu, Kaisheng Zeng, Jinxin Liu, Jifan Yu, Qi Gao, Juanzi Li, Lei Hou:
ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction. CoRR abs/2210.03949 (2022) - [i26]Xin Lv, Yankai Lin, Zijun Yao, Kaisheng Zeng, Jiajie Zhang, Lei Hou, Juanzi Li:
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension. CoRR abs/2210.05921 (2022) - [i25]Bowen Zhao, Jiuding Sun, Bin Xu, Xingyu Lu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li:
EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph. CoRR abs/2210.12228 (2022) - [i24]Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu:
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. CoRR abs/2211.04079 (2022) - [i23]Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li:
A Survey of Knowledge-Enhanced Pre-trained Language Models. CoRR abs/2211.05994 (2022) - [i22]Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. CoRR abs/2211.07342 (2022) - [i21]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. CoRR abs/2211.07349 (2022) - [i20]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou:
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization. CoRR abs/2212.09567 (2022) - 2021
- [j5]Kaisheng Zeng, Chengjiang Li, Lei Hou, Juanzi Li, Ling Feng:
A comprehensive survey of entity alignment for knowledge graphs. AI Open 2: 1-13 (2021) - [c57]Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai:
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. ACL/IJCNLP (1) 2021: 2770-2781 - [c56]Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui:
TWAG: A Topic-Guided Wikipedia Abstract Generator. ACL/IJCNLP (1) 2021: 4623-4635 - [c55]Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou, Juanzi Li:
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition. ACL/IJCNLP (1) 2021: 6236-6247 - [c54]Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou:
CLEVE: Contrastive Pre-training for Event Extraction. ACL/IJCNLP (1) 2021: 6283-6297 - [c53]Kaijie Shi, Jiaxin Shi, Yu Zhou, Lei Hou, Juanzi Li:
Iterative Strict Density-Based Clustering for News Stream. CCIR 2021: 88-99 - [c52]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:
MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. CIKM 2021: 4643-4652 - [c51]Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang:
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph. EMNLP (1) 2021: 4149-4158 - [c50]Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai:
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. EMNLP (1) 2021: 8899-8911 - [c49]Jiawang Xie, Zhenhao Dong, Qinghua Wen, Hongyin Zhu, Hailong Jin, Lei Hou, Juanzi Li:
Construction of Multimodal Chinese Tourism Knowledge Graph. ICPCSEE (2) 2021: 16-29 - [c48]Yiming Mao, Bin Xu, Jifan Yu, Yifan Fang, Jie Yuan, Juanzi Li, Lei Hou:
Learning Behavior-Aware Cognitive Diagnosis for Online Education Systems. ICPCSEE (2) 2021: 385-398 - [c47]Baoju Liu, Lei Hou, Xin Lv, Juanzi Li, Jinghui Xiao:
Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space. NLPCC (1) 2021: 27-39 - [c46]Zhiheng Lyu, Kaijie Shi, Xin Li, Lei Hou, Juanzi Li, Binheng Song:
Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction. PAKDD (3) 2021: 155-167 - [c45]Yuquan Wang, Yanpeng Wang, Yiming Mao, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Jie Tang:
Expertise-Aware Crowdsourcing Taxonomy Enrichment. WISE (1) 2021: 14-29 - [c44]Kaisheng Zeng, Chengjiang Li, Yan Qi, Xin Lv, Lei Hou, Guozheng Peng, Juanzi Li, Ling Feng:
Encoding the Meaning Triangle (Object, Entity, and Concept) as the Semantic Foundation for Entity Alignment. WISE (1) 2021: 227-241 - [e1]Huajun Chen, Kang Liu, Yizhou Sun, Suge Wang, Lei Hou:
Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence - 5th China Conference, CCKS 2020, Nanchang, China, November 12-15, 2020, Revised Selected Papers. Communications in Computer and Information Science 1356, Springer 2021, ISBN 978-981-16-1963-2 [contents] - [i19]Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai:
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. CoRR abs/2104.06751 (2021) - [i18]Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang:
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph. CoRR abs/2104.07302 (2021) - [i17]Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou:
CLEVE: Contrastive Pre-training for Event Extraction. CoRR abs/2105.14485 (2021) - [i16]Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai:
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. CoRR abs/2106.04174 (2021) - [i15]Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui:
TWAG: A Topic-Guided Wikipedia Abstract Generator. CoRR abs/2106.15135 (2021) - [i14]Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou, Juanzi Li:
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition. CoRR abs/2106.15167 (2021) - [i13]Hongyin Zhu, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao:
TravelBERT: Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation. CoRR abs/2109.01048 (2021) - [i12]Shulin Cao, Jiaxin Shi, Zijun Yao, Lei Hou, Juanzi Li, Jinghui Xiao:
Program Transfer and Ontology Awareness for Semantic Parsing in KBQA. CoRR abs/2110.05743 (2021) - [i11]Yujia Qin, Xiaozhi Wang, YuSheng Su, Yankai Lin, Ning Ding, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou:
Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning. CoRR abs/2110.07867 (2021) - [i10]YuSheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou:
On Transferability of Prompt Tuning for Natural Language Understanding. CoRR abs/2111.06719 (2021) - 2020
- [c43]Shaopeng Liu, Jifan Yu, Juanzi Li, Lei Hou:
Geographical Information Enhanced POI Hierarchical Classification. WISA 2020: 108-119 - [c42]Meihan Tong, Shuai Wang, Yixin Cao, Bin Xu, Juanzi Li, Lei Hou, Tat-Seng Chua:
Image Enhanced Event Detection in News Articles. AAAI 2020: 9040-9047 - [c41]Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang:
MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs. ACL 2020: 3135-3142 - [c40]Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li, Jun Xie:
Improving Event Detection via Open-domain Trigger Knowledge. ACL 2020: 5887-5897 - [c39]Baoju Liu, Xuejun Shang, Liqing Liu, Yuanpeng Tan, Lei Hou, Juanzi Li:
Sememe Tree Prediction for English-Chinese Word Pairs. CCKS 2020: 15-27 - [c38]Qinghua Wen, Yunzhe Tian, Xiaohui Zhang, Ruoyun Hu, Jinsong Wang, Lei Hou, Juanzi Li:
Type-Aware Open Information Extraction via Graph Augmentation Model. CCKS 2020: 119-131 - [c37]Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu:
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. EMNLP (1) 2020: 5694-5703 - [c36]Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Minlie Huang, Zhiyuan Liu:
ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs. AACL/IJCNLP 2020: 770-780 - [c35]Meihan Tong, Bin Xu, Shuai Wang, Lei Hou, Juanzi Li:
Improving Low-Resource Chinese Event Detection with Multi-task Learning. KSEM (1) 2020: 421-433 - [c34]Jing Wan, Haoming Li, Lei Hou, Juanzi Li:
Reinforcement Learning for Named Entity Recognition from Noisy Data. NLPCC (1) 2020: 333-345 - [i9]Jiaxin Shi, Shulin Cao, Liangming Pan, Yutong Xiang, Lei Hou, Juanzi Li, Hanwang Zhang, Bin He:
KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base. CoRR abs/2007.03875 (2020) - [i8]Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu:
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. CoRR abs/2010.01899 (2020)
2010 – 2019
- 2019
- [j4]Hailong Jin, Chengjiang Li, Jing Zhang, Lei Hou, Juanzi Li, Peng Zhang:
XLORE2: Large-scale Cross-lingual Knowledge Graph Construction and Application. Data Intell. 1(1): 77-98 (2019) - [c33]Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang:
Learning to Embed Sentences Using Attentive Recursive Trees. AAAI 2019: 6991-6998 - [c32]Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang:
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. AAAI 2019: 6999-7006 - [c31]Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang:
Course Concept Expansion in MOOCs with External Knowledge and Interactive Game. ACL (1) 2019: 4292-4302 - [c30]Meihan Tong, Bin Xu, Lei Hou, Juanzi Li, Shuai Wang:
Leveraging Multi-head Attention Mechanism to Improve Event Detection. CCL 2019: 268-280 - [c29]Shuai Wang, Lei Hou, Juanzi Li, Meihan Tong, Jiabo Jiang:
Learning Multilingual Sentence Embeddings from Monolingual Corpus. CCL 2019: 346-357 - [c28]Hsuehkuan Lu, Lei Hou, Juanzi Li:
How Important Is POS to Dependency Parsing? Joint POS Tagging and Dependency Parsing Neural Networks. CCL 2019: 625-637 - [c27]Chengjiang Li, Yixin Cao, Lei Hou, Jiaxin Shi, Juanzi Li, Tat-Seng Chua:
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. EMNLP/IJCNLP (1) 2019: 2723-2732 - [c26]Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu:
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations. EMNLP/IJCNLP (1) 2019: 3374-3379 - [c25]Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong:
Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks. EMNLP/IJCNLP (1) 2019: 4968-4977 - [c24]Hsuehkuan Lu, Yixin Cao, Lei Hou, Juanzi Li:
Knowledge-Enhanced Bilingual Textual Representations for Cross-Lingual Semantic Textual Similarity. ICPCSEE (1) 2019: 425-440 - [c23]Fangwei Zhu, Zhengguo Wang, Juanzi Li, Lei Hou, Jiaxin Shi, Shining Lv, Ran Shen, Junjun Jiang:
Event-Oriented Wiki Document Generation. JIST 2019: 50-66 - [c22]Xinru Zhang, Huifang Xu, Yixin Cao, Yuanpeng Tan, Lei Hou, Juanzi Li, Jiaxin Shi:
DSEL: A Domain-Specific Entity Linking System. JIST 2019: 146-161 - [c21]Shuai Wang, Lei Hou, Meihan Tong:
Unsupervised Cross-Lingual Sentence Representation Learning via Linguistic Isomorphism. KSEM (2) 2019: 215-226 - [c20]Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang, Min Hu:
Domain Adaptive Question Answering over Knowledge Base. NLPCC (2) 2019: 179-188 - [i7]Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu:
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations. CoRR abs/1908.11513 (2019) - [i6]Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Zhiyuan Liu:
Course Concept Expansion in MOOCs with External Knowledge and Interactive Game. CoRR abs/1909.07739 (2019) - 2018
- [c19]Binjie Meng, Lei Hou, Erhong Yang, Juanzi Li:
Metadata Extraction for Scientific Papers. CCL 2018: 111-122 - [c18]Hailong Jin, Lei Hou, Juanzi Li:
Type Hierarchy Enhanced Heterogeneous Network Embedding for Fine-Grained Entity Typing in Knowledge Bases. CCL 2018: 170-182 - [c17]Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong:
Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases. COLING 2018: 282-292 - [c16]Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu:
Neural Collective Entity Linking. COLING 2018: 675-686 - [c15]Jiangtao Zhang, Juanzi Li, Xiao-Li Li, Yixin Cao, Lei Hou, Shuai Wang:
Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition. DASFAA (1) 2018: 830-846 - [c14]Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong:
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision. EMNLP 2018: 227-237 - [c13]Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu:
Differentiating Concepts and Instances for Knowledge Graph Embedding. EMNLP 2018: 1971-1979 - [c12]Jiangtao Zhang, Juanzi Li, Shuai Wang, Yan Zhang, Yixin Cao, Lei Hou, Xiao-Li Li:
Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts. PAKDD (2) 2018: 275-287 - [i5]Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang:
Learning to Embed Sentences Using Attentive Recursive Trees. CoRR abs/1811.02338 (2018) - [i4]Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang:
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. CoRR abs/1811.02394 (2018) - [i3]Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu:
Differentiating Concepts and Instances for Knowledge Graph Embedding. CoRR abs/1811.04588 (2018) - [i2]Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu:
Neural Collective Entity Linking. CoRR abs/1811.08603 (2018) - [i1]Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong:
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision. CoRR abs/1811.10776 (2018) - 2017
- [j3]Linmei Hu, Bin Zhang, Lei Hou, Juanzi Li:
Adaptive online event detection in news streams. Knowl. Based Syst. 138: 105-112 (2017) - [j2]Lei Hou, Juanzi Li, Xiaoli Li, Jie Tang, Xiaofei Guo:
Learning to Align Comments to News Topics. ACM Trans. Inf. Syst. 36(1): 9:1-9:31 (2017) - [c11]Jing Zhang, Yixin Cao, Lei Hou, Juanzi Li, Hai-Tao Zheng:
XLink: An Unsupervised Bilingual Entity Linking System. CCL 2017: 172-183 - [c10]Yan Zhang, Thomas Paradis, Lei Hou, Juanzi Li, Jing Zhang, Haitao Zheng:
Cross-Lingual Infobox Alignment in Wikipedia Using Entity-Attribute Factor Graph. ISWC (1) 2017: 745-760 - 2016
- [c9]Lei Hou, Juan-Zi Li, Xiaoli Li, Jianbin Jin:
Detecting Public Influence on News Using Topic-Aware Dynamic Granger Test. ECML/PKDD (2) 2016: 331-346 - 2015
- [j1]Lei Hou, Juanzi Li, Zhichun Wang, Jie Tang, Peng Zhang, Ruibing Yang, Qian Zheng:
NewsMiner: Multifaceted news analysis for event search. Knowl. Based Syst. 76: 17-29 (2015) - [c8]Lei Hou, Juanzi Li, Xiaoli Li, Yu Su:
Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling. DASFAA (1) 2015: 125-141 - [c7]Mengdi Zhang, Tao Huang, Yixin Cao, Lei Hou:
Target Detection and Knowledge Learning for Domain Restricted Question Answering. NLPCC 2015: 325-336 - 2014
- [c6]Rémi Lam, Lei Hou, Juan-Zi Li:
Personalized Model Combination for News Recommendation in Microblogs. JIST 2014: 321-334 - 2013
- [c5]Lei Hou, Juanzi Li, Xiaoli Li, Jiangfeng Qu, Xiaofei Guo, Ou Hui, Jie Tang:
What Users Care About: A Framework for Social Content Alignment. IJCAI 2013: 1401-1407 - 2012
- [c4]Ming Li, Juanzi Li, Lei Hou, Hai-Tao Zheng:
Personalized Diversity Search Based on User's Social Relationships. ADMA 2012: 663-674 - [c3]Jamal Yousaf, Juanzi Li, Haisu Zhang, Lei Hou:
Exploration and Visualization of Administrator Network in Wikipedia. APWeb 2012: 46-59 - [c2]Qian Zheng, Juanzi Li, Zhichun Wang, Lei Hou:
Co-mention and Context-Based Entity Linking. CSWS 2012: 117-129 - 2010
- [c1]Zhichun Wang, Xiao Zhang, Lei Hou, Yue Zhao, Juanzi Li, Yu Qi, Jie Tang:
RiMOM results for OAEI 2010. OM 2010
Coauthor Index
Juan-Zi Li
aka: Juanzi Li
aka: Juanzi Li
[j13] [j12] [j11] [j10] [c118] [c117] [c116] [c115] [c114] [c113] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [i87] [i86] [i85] [i84] [i83] [i82] [i81] [i80] [i79] [i78] [i76] [i75] [i74] [i73] [i72] [i71] [i70] [i69] [i68] [i67] [i66] [i65] [i64] [i63] [i62] [i61] [i60] [i59] [i58] [i57] [j9] [j8] [j7] [c98] [c97] [c96] [c95] [c94] [c93] [c92] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [j6] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [j5] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [i9] [i8] [j4] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c20] [i7] [i6] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [i5] [i4] [i3] [i2] [i1] [j3] [j2] [c11] [c10] [c9] [j1] [c8] [c6] [c5] [c4] [c3] [c2] [c1]
[j13] [c117] [c112] [c111] [c109] [c102] [c101] [c100] [i82] [i81] [i80] [i79] [i75] [i73] [i72] [i69] [i62] [i61] [c97] [c95] [c94] [c93] [c91] [c89] [c87] [c86] [c84] [c83] [c80] [c79] [i55] [i54] [i53] [i51] [i50] [i48] [i47] [i46] [i45] [i42] [i41] [i40] [i39] [c73] [c72] [c71] [c70] [c60] [i33] [i29] [i27] [i25] [c57] [c52] [c48] [c45] [i16] [c43] [c41] [c36] [c31] [i6]
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