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ORCIDNingyu Zhang 0001
Person information
- affiliation: Zhejiang University, College of Computer Science and Technology, Ant Group Joint Laboratory of Knowledge Graph, Hangzhou, China
Other persons with the same name
- Ningyu Zhang
- Ningyu Zhang 0002
![[0000-0003-0097-7279]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-0097-7279")
— Vanderbilt University, Nashville, TN, USA - Ningyu Zhang 0003 — Harbin Institute of Technology, Harbin, China
- Ningyu Zhang 0004 — Hebei University, Baoding, China
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2020 – today
- 2025
[c115]Juan Li, Wen Zhang, Zhiqiang Liu, Mingchen Tu, Mingyang Chen, Ningyu Zhang, Shijian Li:
Knowledge Graph Pooling and Unpooling for Concept Abstraction. COLING 2025: 5364-5374- [i129]Yin Fang, Xinle Deng, Kangwei Liu, Ningyu Zhang, Jingyang Qian, Penghui Yang, Xiaohui Fan, Huajun Chen:
A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following. CoRR abs/2501.08187 (2025) - [i128]Zekun Xi, Wenbiao Yin, Jizhan Fang, Jialong Wu, Runnan Fang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking. CoRR abs/2501.09751 (2025) - [i127]Houcheng Jiang, Junfeng Fang, Ningyu Zhang, Guojun Ma, Mingyang Wan, Xiang Wang, Xiangnan He, Tat-Seng Chua:
AnyEdit: Edit Any Knowledge Encoded in Language Models. CoRR abs/2502.05628 (2025) - [i126]Haoming Xu, Ningyuan Zhao, Liming Yang, Sendong Zhao, Shumin Deng, Mengru Wang, Bryan Hooi, Nay Oo, Huajun Chen, Ningyu Zhang:
ReLearn: Unlearning via Learning for Large Language Models. CoRR abs/2502.11190 (2025) - [i125]Yixin Ou, Yunzhi Yao, Ningyu Zhang, Hui Jin, Jiacheng Sun, Shumin Deng, Zhenguo Li, Huajun Chen:
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training. CoRR abs/2502.11196 (2025) - [i124]Jintian Zhang, Yuqi Zhu, Mengshu Sun, Yujie Luo, Shuofei Qiao, Lun Du, Da Zheng, Huajun Chen, Ningyu Zhang:
LightThinker: Thinking Step-by-Step Compression. CoRR abs/2502.15589 (2025) - [i123]Hao-Xiang Xu, Jun-Yu Ma, Zhen-Hua Ling, Ningyu Zhang, Jia-Chen Gu:
Constraining Sequential Model Editing with Editing Anchor Compression. CoRR abs/2503.00035 (2025) - [i122]Yunzhi Yao, Jizhan Fang, Jia-Chen Gu, Ningyu Zhang, Shumin Deng, Huajun Chen, Nanyun Peng:
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. CoRR abs/2503.16356 (2025) - 2024
- [j19]Yuming Xu, Tao Peng, Jiaqi Tao, Ao Bai, Ningyu Zhang, Kendrik Lim:
A representation learning-based approach to enhancing manufacturing quality for low-voltage electrical products. Adv. Eng. Informatics 62: 102636 (2024) - [j18]Zhen Bi, Siyuan Cheng, Jing Chen, Xiaozhuan Liang, Feiyu Xiong, Ningyu Zhang:
Relphormer: Relational Graph Transformer for Knowledge Graph Representations. Neurocomputing 566: 127044 (2024) - [j17]Jinlu Zhang, Yin Fang, Xin Shao, Huajun Chen, Ningyu Zhang, Xiaohui Fan:
The Future of Molecular Studies through the Lens of Large Language Models. J. Chem. Inf. Model. 64(3): 563-566 (2024) - [j16]Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang:
CodeKGC: Code Language Model for Generative Knowledge Graph Construction. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23(3): 45 (2024) - [j15]Xiang Chen, Lei Li, Yuqi Zhu, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Ningyu Zhang, Huajun Chen:
Sequence Labeling as Non-Autoregressive Dual-Query Set Generation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1546-1558 (2024) - [j14]Yuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao, Yixin Ou, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang:
LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities. World Wide Web (WWW) 27(5): 58 (2024) - [c114]Zhihao Wang, Yulin Zhou, Ningyu Zhang, Xiaosong Yang, Jun Xiao, Zhao Wang:
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration. AAAI 2024: 5841-5849 - [c113]Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen:
When Do Program-of-Thought Works for Reasoning? AAAI 2024: 17691-17699 - [c112]Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Xi Chen, Qingbin Liu, Huajun Chen:
Editing Language Model-Based Knowledge Graph Embeddings. AAAI 2024: 17835-17843 - [c111]Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang:
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding. AAAI 2024: 19458-19467 - [c110]Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen:
IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus. ACL (Short Papers) 2024: 127-146 - [c109]Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen:
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning. ACL (1) 2024: 3003-3021 - [c108]Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen:
Detoxifying Large Language Models via Knowledge Editing. ACL (1) 2024: 3093-3118 - [c107]Xiang Chen, Chenxi Wang, Yida Xue, Ningyu Zhang, Xiaoyan Yang, Qiang Li, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen:
Unified Hallucination Detection for Multimodal Large Language Models. ACL (1) 2024: 3235-3252 - [c106]Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen:
OceanGPT: A Large Language Model for Ocean Science Tasks. ACL (1) 2024: 3357-3372 - [c105]Jintian Zhang, Xin Xu, Ningyu Zhang, Ruibo Liu, Bryan Hooi, Shumin Deng:
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View. ACL (1) 2024: 14544-14607 - [c104]Xiaohan Wang, Shengyu Mao, Shumin Deng, Yunzhi Yao, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang:
Editing Conceptual Knowledge for Large Language Models. EMNLP (Findings) 2024: 706-724 - [c103]Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
RaFe: Ranking Feedback Improves Query Rewriting for RAG. EMNLP (Findings) 2024: 884-901 - [c102]Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang:
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. EMNLP (Findings) 2024: 1524-1537 - [c101]Jintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen, Ningyu Zhang:
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs. EMNLP (Findings) 2024: 4088-4119 - [c100]Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Mechanisms in Large Language Models: A Survey and Perspective. EMNLP (Findings) 2024: 7097-7135 - [c99]Chuancheng Lv, Lei Li, Shitou Zhang, Gang Chen, Fanchao Qi, Ningyu Zhang, Hai-Tao Zheng:
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation. EMNLP (Findings) 2024: 16376-16393 - [c98]Shumin Deng, Yubo Ma, Ningyu Zhang, Yixin Cao, Bryan Hooi:
Information Extraction in Low-Resource Scenarios: Survey and Perspective. ICKG 2024: 33-49 - [c97]Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu:
Tool-Augmented Reward Modeling. ICLR 2024 - [c96]Yin Fang, Ningyu Zhang, Zhuo Chen, Lingbing Guo, Xiaohui Fan, Huajun Chen:
Domain-Agnostic Molecular Generation with Chemical Feedback. ICLR 2024 - [c95]Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen:
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. ICLR 2024 - [c94]Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen:
Unveiling the Pitfalls of Knowledge Editing for Large Language Models. ICLR 2024 - [c93]Jun-Yu Ma, Zhen-Hua Ling, Ningyu Zhang, Jia-Chen Gu:
Neighboring Perturbations of Knowledge Editing on Large Language Models. ICML 2024 - [c92]Xiang Chen, Duanzheng Song, Honghao Gui, Chenxi Wang, Ningyu Zhang, Yong Jiang, Fei Huang, Chengfei Lyu, Dan Zhang, Huajun Chen:
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. IJCAI 2024: 6216-6224 - [c91]Xiang Chen, Jingtian Zhang, Xiaohan Wang, Ningyu Zhang, Tongtong Wu, Yuxiang Wang, Yongheng Wang, Huajun Chen:
Continual Multimodal Knowledge Graph Construction. IJCAI 2024: 6225-6233 - [c90]Ningyu Zhang, Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen:
InstructEdit: Instruction-Based Knowledge Editing for Large Language Models. IJCAI 2024: 6633-6641 - [c89]Yin Fang, Zhuo Chen, Xiaohui Fan, Ningyu Zhang, Huajun Chen:
Knowledge-Informed Molecular Learning: A Survey on Paradigm Transfer. KSEM (1) 2024: 86-98 - [c88]Shuofei Qiao, Honghao Gui, Chengfei Lv, Qianghuai Jia, Huajun Chen, Ningyu Zhang:
Making Language Models Better Tool Learners with Execution Feedback. NAACL-HLT 2024: 3550-3568 - [c87]Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. NeurIPS 2024 - [c86]Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Agent Planning with World Knowledge Model. NeurIPS 2024 - [c85]Yunzhi Yao, Ningyu Zhang, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen:
Knowledge Circuits in Pretrained Transformers. NeurIPS 2024 - [c84]Shengyu Mao, Xiaohan Wang, Mengru Wang, Yong Jiang, Pengjun Xie, Fei Huang, Ningyu Zhang:
Editing Personality For Large Language Models. NLPCC (2) 2024: 241-254 - [c83]Chenxi Wang, Ziwen Xu, Mengru Wang, Xiang Chen, Shumin Deng, Ningyu Zhang:
Overview of the NLPCC 2024 Shared Task 10: Regulating Large Language Models. NLPCC (5) 2024: 253-263 - [c82]Honghao Gui, Shuofei Qiao, Jintian Zhang, Hongbin Ye, Mengshu Sun, Lei Liang, Jeff Z. Pan, Huajun Chen, Ningyu Zhang:
InstructIE: A Bilingual Instruction-based Information Extraction Dataset. ISWC (3) 2024: 59-79 - [c81]Ningyu Zhang, Zekun Xi, Yujie Luo, Peng Wang, Bozhong Tian, Yunzhi Yao, Jintian Zhang, Shumin Deng, Mengshu Sun, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen:
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System. VLDB Workshops 2024 - [e2]Ningyu Zhang, Tianxing Wu, Meng Wang, Guilin Qi, Haofen Wang, Huajun Chen:
Proceedings of the First International OpenKG Workshop: Large Knowledge-Enhanced Models co-locacted with The International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju Island, South Korea, August 3, 2024. CEUR Workshop Proceedings 3818, CEUR-WS.org 2024 [contents] - [i121]Ningyu Zhang, Yunzhi Yao, Bozhong Tian, Peng Wang, Shumin Deng, Mengru Wang, Zekun Xi, Shengyu Mao, Jintian Zhang, Yuansheng Ni, Siyuan Cheng, Ziwen Xu, Xin Xu, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen:
A Comprehensive Study of Knowledge Editing for Large Language Models. CoRR abs/2401.01286 (2024) - [i120]Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen:
AUTOACT: Automatic Agent Learning from Scratch via Self-Planning. CoRR abs/2401.05268 (2024) - [i119]Tiannan Wang, Jiamin Chen, Qingrui Jia, Shuai Wang, Ruoyu Fang, Huilin Wang, Zhaowei Gao, Chunzhao Xie, Chuou Xu, Jihong Dai, Yibin Liu, Jialong Wu, Shengwei Ding, Long Li, Zhiwei Huang, Xinle Deng, Teng Yu, Gangan Ma, Han Xiao, Zixin Chen, Danjun Xiang, Yunxia Wang, Yuanyuan Zhu, Yi Xiao, Jing Wang, Yiru Wang, Siran Ding, Jiayang Huang, Jiayi Xu, Yilihamu Tayier, Zhenyu Hu, Yuan Gao, Chengfeng Zheng, Yueshu Ye, Yihang Li, Lei Wan, Xinyue Jiang, Yujie Wang, Siyu Cheng, Zhule Song, Xiangru Tang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang, Wangchunshu Zhou:
Weaver: Foundation Models for Creative Writing. CoRR abs/2401.17268 (2024) - [i118]Jun-Yu Ma, Jia-Chen Gu, Ningyu Zhang, Zhen-Hua Ling:
Neighboring Perturbations of Knowledge Editing on Large Language Models. CoRR abs/2401.17623 (2024) - [i117]Long Ma, Jiajia Zhang, Hongping Deng, Ningyu Zhang, Yong Liao, Haiyang Yu:
DeCoF: Generated Video Detection via Frame Consistency. CoRR abs/2402.02085 (2024) - [i116]Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Yida Xue, Runnan Fang, Kangwei Liu, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen:
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. CoRR abs/2402.03049 (2024) - [i115]Xiang Chen, Chenxi Wang, Yida Xue, Ningyu Zhang, Xiaoyan Yang, Qiang Li, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen:
Unified Hallucination Detection for Multimodal Large Language Models. CoRR abs/2402.03190 (2024) - [i114]Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen:
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. CoRR abs/2402.05391 (2024) - [i113]Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen:
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus. CoRR abs/2402.14710 (2024) - [i112]Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Ningyu Zhang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen:
InstructEdit: Instruction-based Knowledge Editing for Large Language Models. CoRR abs/2402.16123 (2024) - [i111]Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Ningyu Zhang, Shiwei Lyu, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen:
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents. CoRR abs/2403.03101 (2024) - [i110]Xiaohan Wang, Shengyu Mao, Ningyu Zhang, Shumin Deng, Yunzhi Yao, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen:
Editing Conceptual Knowledge for Large Language Models. CoRR abs/2403.06259 (2024) - [i109]Zhihao Wang, Yulin Zhou, Ningyu Zhang, Xiaosong Yang, Jun Xiao, Zhao Wang:
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration. CoRR abs/2403.14104 (2024) - [i108]Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen:
Detoxifying Large Language Models via Knowledge Editing. CoRR abs/2403.14472 (2024) - [i107]Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Agent Planning with World Knowledge Model. CoRR abs/2405.14205 (2024) - [i106]Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
RaFe: Ranking Feedback Improves Query Rewriting for RAG. CoRR abs/2405.14431 (2024) - [i105]Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. CoRR abs/2405.14768 (2024) - [i104]Yunzhi Yao, Ningyu Zhang, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen:
Knowledge Circuits in Pretrained Transformers. CoRR abs/2405.17969 (2024) - [i103]Chengyu Lai, Sheng Zhou, Zhimeng Jiang, Qiaoyu Tan, Yuanchen Bei, Jiawei Chen, Ningyu Zhang, Jiajun Bu:
Better Late Than Never: Formulating and Benchmarking Recommendation Editing. CoRR abs/2406.04553 (2024) - [i102]Wangchunshu Zhou, Yixin Ou, Shengwei Ding, Long Li, Jialong Wu, Tiannan Wang, Jiamin Chen, Shuai Wang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang:
Symbolic Learning Enables Self-Evolving Agents. CoRR abs/2406.18532 (2024) - [i101]Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang:
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. CoRR abs/2407.01920 (2024) - [i100]Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Mechanisms in Large Language Models: A Survey and Perspective. CoRR abs/2407.15017 (2024) - [i99]Xiaohan Wang, Xiaoyan Yang, Yuqi Zhu, Yue Shen, Jian Wang, Peng Wei, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang:
RuleAlign: Making Large Language Models Better Physicians with Diagnostic Rule Alignment. CoRR abs/2408.12579 (2024) - [i98]Jintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen, Ningyu Zhang:
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs. CoRR abs/2409.05152 (2024) - [i97]Tianhe Lu, Jizhan Fang, Yunzhi Yao, Xin Xu, Ningyu Zhang, Huajun Chen:
Benchmarking Chinese Knowledge Rectification in Large Language Models. CoRR abs/2409.05806 (2024) - [i96]Ningyu Zhang, Zekun Xi, Yujie Luo, Peng Wang, Bozhong Tian, Yunzhi Yao, Jintian Zhang, Shumin Deng, Mengshu Sun, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen:
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System. CoRR abs/2409.07497 (2024) - [i95]Shuofei Qiao, Runnan Fang, Zhisong Qiu, Xiaobin Wang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Benchmarking Agentic Workflow Generation. CoRR abs/2410.07869 (2024) - [i94]Minjun Zhu, Linyi Yang, Yifan Wei, Ningyu Zhang, Yue Zhang:
Locking Down the Finetuned LLMs Safety. CoRR abs/2410.10343 (2024) - [i93]Chenxi Wang, Xiang Chen, Ningyu Zhang, Bozhong Tian, Haoming Xu, Shumin Deng, Huajun Chen:
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation. CoRR abs/2410.11779 (2024) - [i92]Yedi Hu, Yunzhi Yao, Ningyu Zhang, Shumin Deng, Huajun Chen:
Exploring Model Kinship for Merging Large Language Models. CoRR abs/2410.12613 (2024) - [i91]Yujie Luo, Xiangyuan Ru, Kangwei Liu, Lin Yuan, Mengshu Sun, Ningyu Zhang, Lei Liang, Zhiqiang Zhang, Jun Zhou, Lanning Wei, Da Zheng, Haofen Wang, Huajun Chen:
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System. CoRR abs/2412.20005 (2024) - 2023
- [j13]Yin Fang, Qiang Zhang, Ningyu Zhang, Zhuo Chen, Xiang Zhuang, Xin Shao, Xiaohui Fan, Huajun Chen:
Knowledge graph-enhanced molecular contrastive learning with functional prompt. Nat. Mac. Intell. 5(5): 542-553 (2023) - [j12]Shumin Deng, Jiacheng Yang, Hongbin Ye, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen, Ningyu Zhang:
LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2124-2133 (2023) - [c80]Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang:
Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). AAAI 2023: 16190-16191 - [c79]Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang:
On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). AAAI 2023: 16254-16255 - [c78]Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen:
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. ACL (Findings) 2023: 293-306 - [c77]Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi:
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres. ACL (1) 2023: 351-363 - [c76]Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen:
Reasoning with Language Model Prompting: A Survey. ACL (1) 2023: 5368-5393 - [c75]Yuming Xu, Jiaqi Tao, Tao Peng, Ningyu Zhang:
Low-Voltage Electrical Product Quality Problem-Solving Based on Improved Deep Structured Semantic Model. CASE 2023: 1-6 - [c74]Lei Li, Jing Chen, Botzhong Tian, Ningyu Zhang:
Revisiting k-NN for Fine-Tuning Pre-trained Language Models. CCL 2023: 327-338 - [c73]Qingbin Liu, Yin Kung, Yanchao Hao, Dianbo Sui, Siyuan Cheng, Xi Chen, Ningyu Zhang, Jiaoyan Chen:
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. EMNLP (Findings) 2023: 3204-3214 - [c72]Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Rumination for Pre-trained Language Models. EMNLP 2023: 3387-3404 - [c71]Hongbin Ye, Honghao Gui, Xin Xu, Xi Chen, Huajun Chen, Ningyu Zhang:
Schema-adaptable Knowledge Graph Construction. EMNLP (Findings) 2023: 6408-6431 - [c70]Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang:
Editing Large Language Models: Problems, Methods, and Opportunities. EMNLP 2023: 10222-10240 - [c69]Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang:
Can We Edit Multimodal Large Language Models? EMNLP 2023: 13877-13888 - [c68]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. ICDE 2023: 2988-3002 - [c67]Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen:
Multimodal Analogical Reasoning over Knowledge Graphs. ICLR 2023 - [c66]Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen:
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. IJCAI 2023: 5030-5038 - [c65]Zhilin Liao, Xiangting Hou, Dongfang Lou, Yi-Ming Chen, Ningyu Zhang:
CAMVR: Context-Adaptive Multi-View Representation Learning for Dense Retrieval. IJCNN 2023: 1-8 - [c64]Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen:
Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. NeurIPS 2023 - [c63]Peng Wang, Xin Xie, Xiaohan Wang, Ningyu Zhang:
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings. NLPCC (1) 2023: 111-122 - [c62]Yunzhi Yao, Shengyu Mao, Ningyu Zhang, Xiang Chen, Shumin Deng, Xi Chen, Huajun Chen:
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction. SIGIR 2023: 911-921 - [c61]Xin Xu, Yuqi Zhu, Xiaohan Wang, Ningyu Zhang:
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? SustaiNLP 2023: 190-200 - [c60]Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang:
A Concept Knowledge Graph for User Next Intent Prediction at Alipay. WWW (Companion Volume) 2023: 45-48 - [i90]Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang:
A Concept Knowledge Graph for User Next Intent Prediction at Alipay. CoRR abs/2301.00503 (2023) - [i89]Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Zelin Dai, Feiyu Xiong, Wei Guo, Huajun Chen:
Editing Language Model-based Knowledge Graph Embeddings. CoRR abs/2301.10405 (2023) - [i88]Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen:
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. CoRR abs/2301.10410 (2023) - [i87]Yin Fang, Ningyu Zhang, Zhuo Chen, Xiaohui Fan, Huajun Chen:
Domain-Agnostic Molecular Generation with Self-feedback. CoRR abs/2301.11259 (2023) - [i86]Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang:
CodeKGC: Code Language Model for Generative Knowledge Graph Construction. CoRR abs/2304.09048 (2023) - [i85]Lei Li, Jing Chen, Bozhong Tian, Ningyu Zhang:
Revisiting k-NN for Fine-tuning Pre-trained Language Models. CoRR abs/2304.09058 (2023) - [i84]Xin Xu, Yuqi Zhu, Xiaohan Wang, Ningyu Zhang:
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? CoRR abs/2305.01555 (2023) - [i83]Xiang Chen, Jintian Zhang, Xiaohan Wang, Tongtong Wu, Shumin Deng, Yongheng Wang, Luo Si, Huajun Chen, Ningyu Zhang:
Continual Multimodal Knowledge Graph Construction. CoRR abs/2305.08698 (2023) - [i82]Hongbin Ye, Honghao Gui, Xin Xu, Huajun Chen, Ningyu Zhang:
Schema-adaptable Knowledge Graph Construction. CoRR abs/2305.08703 (2023) - [i81]Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Rumination for Pre-trained Language Models. CoRR abs/2305.08732 (2023) - [i80]Honghao Gui, Shuofei Qiao, Jintian Zhang, Hongbin Ye, Mengshu Sun, Lei Liang, Huajun Chen, Ningyu Zhang:
InstructIE: A Bilingual Instruction-based Information Extraction Dataset. CoRR abs/2305.11527 (2023) - [i79]Shuofei Qiao, Honghao Gui, Huajun Chen, Ningyu Zhang:
Making Language Models Better Tool Learners with Execution Feedback. CoRR abs/2305.13068 (2023) - [i78]Yuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao, Yixin Ou, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang:
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities. CoRR abs/2305.13168 (2023) - [i77]Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang:
Editing Large Language Models: Problems, Methods, and Opportunities. CoRR abs/2305.13172 (2023) - [i76]Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi:
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres. CoRR abs/2305.13617 (2023) - [i75]Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen:
Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. CoRR abs/2305.14642 (2023) - [i74]Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen:
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. CoRR abs/2306.08018 (2023) - [i73]Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao, Ziwen Xu, Mengru Wang, Shengyu Mao, Xiaohan Wang, Siyuan Cheng, Kangwei Liu, Yuansheng Ni, Guozhou Zheng, Huajun Chen:
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. CoRR abs/2308.07269 (2023) - [i72]Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang:
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding. CoRR abs/2308.10529 (2023) - [i71]Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen:
When Do Program-of-Thoughts Work for Reasoning? CoRR abs/2308.15452 (2023) - [i70]Wangchunshu Zhou, Yuchen Eleanor Jiang, Long Li, Jialong Wu, Tiannan Wang, Shi Qiu, Jintian Zhang, Jing Chen, Ruipu Wu, Shuai Wang, Shiding Zhu, Jiyu Chen, Wentao Zhang, Ningyu Zhang, Huajun Chen, Peng Cui, Mrinmaya Sachan:
Agents: An Open-source Framework for Autonomous Language Agents. CoRR abs/2309.07870 (2023) - [i69]Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu:
Tool-Augmented Reward Modeling. CoRR abs/2310.01045 (2023) - [i68]Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen:
OceanGPT: A Large Language Model for Ocean Science Tasks. CoRR abs/2310.02031 (2023) - [i67]Jintian Zhang, Xin Xu, Ningyu Zhang, Ruibo Liu, Bryan Hooi, Shumin Deng:
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View. CoRR abs/2310.02124 (2023) - [i66]Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen:
Unveiling the Pitfalls of Knowledge Editing for Large Language Models. CoRR abs/2310.02129 (2023) - [i65]Shengyu Mao, Ningyu Zhang, Xiaohan Wang, Mengru Wang, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Editing Personality for LLMs. CoRR abs/2310.02168 (2023) - [i64]Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang:
Can We Edit Multimodal Large Language Models? CoRR abs/2310.08475 (2023) - [i63]Xiang Chen, Duanzheng Song, Honghao Gui, Chengxi Wang, Ningyu Zhang, Jiang Yong, Fei Huang, Chengfei Lv, Dan Zhang, Huajun Chen:
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. CoRR abs/2310.12086 (2023) - [i62]Shumin Deng, Ningyu Zhang, Nay Oo, Bryan Hooi:
Towards A Unified View of Answer Calibration for Multi-Step Reasoning. CoRR abs/2311.09101 (2023) - 2022
- [j11]Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen:
Robust triple extraction with cascade bidirectional capsule network. Expert Syst. Appl. 187: 115806 (2022) - [j10]Shumin Deng, Ningyu Zhang, Hui Chen, Chuanqi Tan, Fei Huang, Changliang Xu, Huajun Chen:
Low-resource extraction with knowledge-aware pairwise prototype learning. Knowl. Based Syst. 235: 107584 (2022) - [c59]Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen:
Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract). AAAI 2022: 13099-13100 - [c58]Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen:
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. ACL (1) 2022: 7888-7915 - [c57]Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang:
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. COLING 2022: 2374-2387 - [c56]Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng:
Finding Influential Instances for Distantly Supervised Relation Extraction. COLING 2022: 2639-2650 - [c55]Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen:
Generative Knowledge Graph Construction: A Review. EMNLP 2022: 1-17 - [c54]Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen:
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. EMNLP (Findings) 2022: 14-27 - [c53]Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li:
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. EMNLP (Demos) 2022: 98-108 - [c52]Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen:
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. EMNLP (Findings) 2022: 413-427 - [c51]Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen:
Contrastive Demonstration Tuning for Pre-trained Language Models. EMNLP (Findings) 2022: 799-811 - [c50]Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Qiang Zhang, Jiazhang Lian, Huajun Chen:
OntoProtein: Protein Pretraining With Gene Ontology Embedding. ICLR 2022 - [c49]Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen:
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. ICLR 2022 - [c48]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang:
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. IJCKG 2022: 20-29 - [c47]Ruijie Hou, Yanran Li, Ningyu Zhang, Yulin Zhou, Xiaosong Yang, Zhao Wang:
Shifting Perspective to See Difference: A Novel Multi-view Method for Skeleton based Action Recognition. ACM Multimedia 2022: 4987-4995 - [c46]Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. NAACL-HLT (Findings) 2022: 1607-1618 - [c45]Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. NeurIPS 2022 - [c44]Yunzhi Yao, Shaohan Huang, Li Dong, Furu Wei, Huajun Chen, Ningyu Zhang:
Kformer: Knowledge Injection in Transformer Feed-Forward Layers. NLPCC (1) 2022: 131-143 - [c43]Meng Wang, Ningyu Zhang:
Cross-Modal Knowledge Discovery, Inference, and Challenges. RW 2022: 199-209 - [c42]Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen:
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. SIGIR 2022: 904-915 - [c41]Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. SIGIR 2022: 2443-2448 - [c40]Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Yajing Xu, Ningyu Zhang, Zezhong Xu, Zonggang Yuan, Feiyu Xiong, Huajun Chen:
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. SIGIR 2022: 3323-3328 - [c39]Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen:
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. WWW (Companion Volume) 2022: 162-165 - [c38]Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen:
Ontology-enhanced Prompt-tuning for Few-shot Learning. WWW 2022: 778-787 - [c37]Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. WWW 2022: 2778-2788 - [e1]Ningyu Zhang, Meng Wang, Tianxing Wu, Wei Hu, Shumin Deng:
CCKS 2022 - Evaluation Track - 7th China Conference on Knowledge Graph and Semantic Computing Evaluations, CCKS 2022, Qinhuangdao, China, August 24-27, 2022, Revised Selected Papers. Communications in Computer and Information Science 1711, Springer 2022, ISBN 978-981-19-8299-6 [contents] - [i61]Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen:
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. CoRR abs/2201.03335 (2022) - [i60]Peng Wang, Xin Xie, Xiaohan Wang, Ningyu Zhang:
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings. CoRR abs/2201.05575 (2022) - [i59]Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen:
Kformer: Knowledge Injection in Transformer Feed-Forward Layers. CoRR abs/2201.05742 (2022) - [i58]Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Jiazhang Lian, Qiang Zhang, Huajun Chen:
OntoProtein: Protein Pretraining With Gene Ontology Embedding. CoRR abs/2201.11147 (2022) - [i57]Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen:
Ontology-enhanced Prompt-tuning for Few-shot Learning. CoRR abs/2201.11332 (2022) - [i56]Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen:
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. CoRR abs/2202.02113 (2022) - [i55]Shumin Deng, Ningyu Zhang, Hui Chen, Feiyu Xiong, Jeff Z. Pan, Huajun Chen:
Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. CoRR abs/2202.08063 (2022) - [i54]Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Zezhong Xu, Yajing Xu, Ningyu Zhang, Zonggang Yuan, Feiyu Xiong, Huajun Chen:
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. CoRR abs/2202.12571 (2022) - [i53]Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang, Huajun Chen:
Contrastive Demonstration Tuning for Pre-trained Language Models. CoRR abs/2204.04392 (2022) - [i52]Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. CoRR abs/2205.02355 (2022) - [i51]Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen:
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. CoRR abs/2205.02357 (2022) - [i50]Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. CoRR abs/2205.03521 (2022) - [i49]Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Zezhong Xu, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen:
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. CoRR abs/2205.10843 (2022) - [i48]Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen:
Relphormer: Relational Graph Transformer for Knowledge Graph Representation. CoRR abs/2205.10852 (2022) - [i47]Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. CoRR abs/2205.14704 (2022) - [i46]Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang:
Multi-modal Protein Knowledge Graph Construction and Applications. CoRR abs/2207.10080 (2022) - [i45]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang:
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. CoRR abs/2207.12888 (2022) - [i44]Ruijie Hou, Yanran Li, Ningyu Zhang, Yulin Zhou, Xiaosong Yang, Zhao Wang:
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition. CoRR abs/2209.02986 (2022) - [i43]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph. CoRR abs/2209.15214 (2022) - [i42]Xin Xie, Zhoubo Li, Xiaohan Wang, Zekun Xi, Ningyu Zhang:
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings. CoRR abs/2210.00305 (2022) - [i41]Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen:
Multimodal Analogical Reasoning over Knowledge Graphs. CoRR abs/2210.00312 (2022) - [i40]Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen:
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. CoRR abs/2210.10678 (2022) - [i39]Yunzhi Yao, Shengyu Mao, Xiang Chen, Ningyu Zhang, Shumin Deng, Huajun Chen:
Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction. CoRR abs/2210.10709 (2022) - [i38]Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen:
Generative Knowledge Graph Construction: A Review. CoRR abs/2210.12714 (2022) - [i37]Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang:
On Analyzing the Role of Image for Visual-enhanced Relation Extraction. CoRR abs/2211.07504 (2022) - [i36]Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen:
Reasoning with Language Model Prompting: A Survey. CoRR abs/2212.09597 (2022) - 2021
- [j9]Ningyu Zhang, Hongbin Ye, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen:
Contrastive Information Extraction With Generative Transformer. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3077-3088 (2021) - [c36]Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen:
Contrastive Triple Extraction with Generative Transformer. AAAI 2021: 14257-14265 - [c35]Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen:
OntoED: Low-resource Event Detection with Ontology Embedding. ACL/IJCNLP (1) 2021: 2828-2839 - [c34]Dongfang Lou, Zhilin Liao, Shumin Deng, Ningyu Zhang, Huajun Chen:
MLBiNet: A Cross-Sentence Collective Event Detection Network. ACL/IJCNLP (1) 2021: 4829-4839 - [c33]Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Xu Ming, Yefeng Zheng:
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction. ACL/IJCNLP (1) 2021: 6225-6235 - [c32]Luoqiu Li, Xiang Chen, Hongbin Ye, Zhen Bi, Shumin Deng, Ningyu Zhang, Huajun Chen:
On Robustness and Bias Analysis of BERT-Based Relation Extraction. CCKS 2021: 43-59 - [c31]Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen:
Disentangled Contrastive Learning for Learning Robust Textual Representations. CICAI (2) 2021: 215-226 - [c30]Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng:
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. IJCAI 2021: 2019-2025 - [c29]Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen:
Document-level Relation Extraction as Semantic Segmentation. IJCAI 2021: 3999-4006 - [c28]Ningyu Zhang, Shumin Deng, Xu Cheng, Xi Chen, Yichi Zhang, Wei Zhang, Huajun Chen:
Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining. IJCAI 2021: 4007-4014 - [c27]Luoqiu Li, Xiang Chen, Zhen Bi, Xin Xie, Shumin Deng, Ningyu Zhang, Chuanqi Tan, Mosha Chen, Huajun Chen:
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. IJCKG 2021: 115-120 - [c26]Ningyu Zhang, Qianghuai Jia, Shumin Deng, Xiang Chen, Hongbin Ye, Hui Chen, Huaixiao Tou, Gang Huang, Zhao Wang, Nengwei Hua, Huajun Chen:
AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. KDD 2021: 3895-3905 - [c25]Yushan Zhu, Huaixiao Zhao, Wen Zhang, Ganqiang Ye, Hui Chen, Ningyu Zhang, Huajun Chen:
Knowledge Perceived Multi-modal Pretraining in E-commerce. ACM Multimedia 2021: 2744-2752 - [c24]Junjie Luo, Xi Chen, Jichao Sun, Yuejia Xiang, Ningyu Zhang, Xiang Wan:
Field Embedding: A Unified Grain-Based Framework for Word Representation. NAACL-HLT 2021: 1754-1762 - [c23]Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao:
Noisy-Labeled NER with Confidence Estimation. NAACL-HLT 2021: 3437-3445 - [c22]Xin Xie, Xiangnan Chen, Xiang Chen, Yong Wang, Ningyu Zhang, Shumin Deng, Huajun Chen:
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning. SemEval@ACL/IJCNLP 2021: 810-819 - [i35]Xin Xie, Xiangnan Chen, Xiang Chen, Yong Wang, Ningyu Zhang, Shumin Deng, Huajun Chen:
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning. CoRR abs/2102.12828 (2021) - [i34]Luoqiu Li, Xiang Chen, Ningyu Zhang, Shumin Deng, Xin Xie, Chuanqi Tan, Mosha Chen, Fei Huang, Huajun Chen:
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. CoRR abs/2104.00312 (2021) - [i33]Luoqiu Li, Zhen Bi, Hongbin Ye, Shumin Deng, Hui Chen, Huaixiao Tou, Ningyu Zhang, Huajun Chen:
Text-guided Legal Knowledge Graph Reasoning. CoRR abs/2104.02284 (2021) - [i32]Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao:
Noisy-Labeled NER with Confidence Estimation. CoRR abs/2104.04318 (2021) - [i31]Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen:
Disentangled Contrastive Learning for Learning Robust Textual Representations. CoRR abs/2104.04907 (2021) - [i30]Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. CoRR abs/2104.07650 (2021) - [i29]Zhen Bi, Ningyu Zhang, Ganqiang Ye, Haiyang Yu, Xi Chen, Huajun Chen:
Interventional Aspect-Based Sentiment Analysis. CoRR abs/2104.11681 (2021) - [i28]Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng:
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. CoRR abs/2105.05596 (2021) - [i27]Dongfang Lou, Zhilin Liao, Shumin Deng, Ningyu Zhang, Huajun Chen:
MLBiNet: A Cross-Sentence Collective Event Detection Network. CoRR abs/2105.09458 (2021) - [i26]Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen:
OntoED: Low-resource Event Detection with Ontology Embedding. CoRR abs/2105.10922 (2021) - [i25]Ningyu Zhang, Qianghuai Jia, Shumin Deng, Xiang Chen, Hongbin Ye, Hui Chen, Huaixiao Tou, Gang Huang, Zhao Wang, Nengwei Hua, Huajun Chen:
AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. CoRR abs/2106.01686 (2021) - [i24]Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen:
Document-level Relation Extraction as Semantic Segmentation. CoRR abs/2106.03618 (2021) - [i23]Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li, Xiang Chen, Shumin Deng, Luoqiu Li, Hongbin Ye, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Mosha Chen, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Huajun Chen, Buzhou Tang, Qingcai Chen:
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. CoRR abs/2106.08087 (2021) - [i22]Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Ming Xu, Yefeng Zheng:
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction. CoRR abs/2106.09895 (2021) - [i21]Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen:
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. CoRR abs/2108.13161 (2021) - [i20]Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang:
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. CoRR abs/2109.00720 (2021) - [i19]Yushan Zhu, Huaixiao Tou, Wen Zhang, Ganqiang Ye, Hui Chen, Ningyu Zhang, Huajun Chen:
Knowledge Perceived Multi-modal Pretraining in E-commerce. CoRR abs/2109.00895 (2021) - [i18]Chengxi Li, Feiyu Gao, Jiajun Bu, Lu Xu, Xiang Chen, Yu Gu, Zirui Shao, Qi Zheng, Ningyu Zhang, Yongpan Wang, Zhi Yu:
SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis. CoRR abs/2109.08306 (2021) - [i17]Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen:
Learning to Ask for Data-Efficient Event Argument Extraction. CoRR abs/2110.00479 (2021) - [i16]Fang Wu, Qiang Zhang, Dragomir R. Radev, Jiyu Cui, Wen Zhang, Huabin Xing, Ningyu Zhang, Huajun Chen:
3D-Transformer: Molecular Representation with Transformer in 3D Space. CoRR abs/2110.01191 (2021) - [i15]Ningyu Zhang, Hongbin Ye, Jiacheng Yang, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen:
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training. CoRR abs/2112.01404 (2021) - 2020
- [j8]Qianghuai Jia, Ningyu Zhang, Nengwei Hua:
Context-Aware Deep Model for Entity Recommendation System in Search Engine at Alibaba. J. Multim. Process. Technol. 11(1): 23-35 (2020) - [c21]Shumin Deng, Ningyu Zhang, Zhanlin Sun, Jiaoyan Chen, Huajun Chen:
When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract). AAAI 2020: 13773-13774 - [c20]Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen:
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification. COLING 2020: 2967-2978 - [c19]Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen:
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. COLING 2020: 6399-6410 - [c18]Ningyu Zhang, Shumin Deng, Zhen Bi, Haiyang Yu, Jiacheng Yang, Mosha Chen, Fei Huang, Wei Zhang, Huajun Chen:
OpenUE: An Open Toolkit of Universal Extraction from Text. EMNLP (Demos) 2020: 1-8 - [c17]Ningyu Zhang, Shumin Deng, Juan Li, Xi Chen, Wei Zhang, Huajun Chen:
Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention. EMNLP (Findings) 2020: 15-24 - [c16]Chuanzhi Zhuang, Ningyu Zhang, Xiaolong Jin, Zhong Li, Shumin Deng, Huajun Chen:
Joint Extraction of Triple Knowledge Based on Relation Priority. ISPA/BDCloud/SocialCom/SustainCom 2020: 562-569 - [c15]Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Songfang Huang, Ningyu Zhang, Xiaozhong Liu:
Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. TREC 2020 - [c14]Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, Huajun Chen:
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection. WSDM 2020: 151-159 - [c13]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen:
Relation Adversarial Network for Low Resource Knowledge Graph Completion. WWW 2020: 1-12 - [i14]Ningyu Zhang, Qianghuai Jia, Kangping Yin, Liang Dong, Feng Gao, Nengwei Hua:
Conceptualized Representation Learning for Chinese Biomedical Text Mining. CoRR abs/2008.10813 (2020) - [i13]Ningyu Zhang, Luoqiu Li, Shumin Deng, Haiyang Yu, Xu Cheng, Wei Zhang, Huajun Chen:
Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction. CoRR abs/2009.06206 (2020) - [i12]Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen:
Contrastive Triple Extraction with Generative Transformer. CoRR abs/2009.06207 (2020) - [i11]Haiyang Yu, Ningyu Zhang, Shumin Deng, Zonggang Yuan, Yantao Jia, Huajun Chen:
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis. CoRR abs/2009.07022 (2020) - [i10]Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng:
Finding Influential Instances for Distantly Supervised Relation Extraction. CoRR abs/2009.09841 (2020) - [i9]Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen:
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. CoRR abs/2010.16059 (2020) - [i8]Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen:
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification. CoRR abs/2010.16068 (2020)
2010 – 2019
- 2019
- [c12]Qianghuai Jia, Ningyu Zhang, Nengwei Hua:
Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba. EYRE@CIKM 2019: 24-31 - [c11]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Guanying Wang, Xi Chen, Wei Zhang, Huajun Chen:
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. NAACL-HLT (1) 2019: 3016-3025 - [c10]Shumin Deng, Ningyu Zhang, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network. WWW (Companion Volume) 2019: 678-685 - [i7]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Guanying Wang, Xi Chen, Wei Zhang, Huajun Chen:
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. CoRR abs/1903.01306 (2019) - [i6]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen:
Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning. CoRR abs/1908.08507 (2019) - [i5]Ningyu Zhang, Zhanlin Sun, Shumin Deng, Jiaoyan Chen, Huajun Chen:
Improving Few-shot Text Classification via Pretrained Language Representations. CoRR abs/1908.08788 (2019) - [i4]Qianghuai Jia, Ningyu Zhang, Nengwei Hua:
Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba. CoRR abs/1909.04493 (2019) - [i3]Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, Huajun Chen:
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection. CoRR abs/1910.11621 (2019) - [i2]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen:
Relation Adversarial Network for Low Resource KnowledgeGraph Completion. CoRR abs/1911.03091 (2019) - 2018
- [j7]Ningyu Zhang, Shumin Deng, Huajun Chen, Xi Chen, Jiaoyan Chen, Xiaoqian Li, Yiyi Zhang:
Structured Knowledge Base as Prior Knowledge to Improve Urban Data Analysis. ISPRS Int. J. Geo Inf. 7(7): 264 (2018) - [c9]Ningyu Zhang, Shumin Deng, Zhanling Sun, Xi Chen, Wei Zhang, Huajun Chen:
Attention-Based Capsule Network with Dynamic Routing for Relation Extraction. EMNLP 2018: 986-992 - [i1]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Xi Chen, Wei Zhang, Huajun Chen:
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction. CoRR abs/1812.11321 (2018) - 2016
- [j6]Ningyu Zhang, Huajun Chen, Jiaoyan Chen, Xi Chen:
Social Media Meets Big Urban Data: A Case Study of Urban Waterlogging Analysis. Comput. Intell. Neurosci. 2016: 3264587:1-3264587:9 (2016) - [j5]Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen:
ELM Meets Urban Big Data Analysis: Case Studies. Comput. Intell. Neurosci. 2016: 4970246:1-4970246:10 (2016) - [j4]Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen:
Forecasting Public Transit Use by Crowdsensing and Semantic Trajectory Mining: Case Studies. ISPRS Int. J. Geo Inf. 5(10): 180 (2016) - [j3]Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen:
Semantic Framework of Internet of Things for Smart Cities: Case Studies. Sensors 16(9): 1501 (2016) - 2015
- [j2]Xi Chen, Huajun Chen, Ningyu Zhang, Jue Huang, Wen Zhang:
Large-Scale Real-Time Semantic Processing Framework for Internet of Things. Int. J. Distributed Sens. Networks 11: 365372:1-365372:11 (2015) - [c8]Xi Chen, Huajun Chen, Ningyu Zhang, Songyang Zhang:
SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed Memory. WI-IAT (1) 2015: 292-300 - [c7]Xi Chen, Huajun Chen, Ningyu Zhang, Jue Huang:
Elastic Streaming Semantic Engine for Web of Things. WI-IAT (1) 2015: 305-308 - 2014
- [j1]Jiaoyan Chen, Guozhou Zheng, Cong Fang, Ningyu Zhang, Huajun Chen, Zhaohui Wu:
Time-series processing of large scale remote sensing data with extreme learning machine. Neurocomputing 128: 199-206 (2014) - [c6]Ningyu Zhang, Guozhou Zheng, Huajun Chen, Xi Chen, Jiaoyan Chen:
Monitoring Urban Waterlogging Disaster Using Social Sensors. CSWS 2014: 227-236 - [c5]Xi Chen, Huajun Chen, Ningyu Zhang, Songyang Zhang:
SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed Memory. ISWC (Posters & Demos) 2014: 261-264 - [c4]Ningyu Zhang, Guozhou Zheng, Huajun Chen, Jiaoyan Chen, Xi Chen:
HBaseSpatial: A Scalable Spatial Data Storage Based on HBase. TrustCom 2014: 644-651 - [c3]Jiaoyan Chen, Huajun Chen, Guozhou Zheng, Jeff Z. Pan, Honghan Wu, Ningyu Zhang:
Big smog meets web science: smog disaster analysis based on social media and device data on the web. WWW (Companion Volume) 2014: 505-510 - 2013
- [c2]Xi Chen, Huajun Chen, Ningyu Zhang, Jiaoyan Chen, Zhaohui Wu:
OWL reasoning over big biomedical data. IEEE BigData 2013: 29-36 - [c1]Jiaoyan Chen, Huajun Chen, Jeff Z. Pan, Ming Wu, Ningyu Zhang, Guozhou Zheng:
When big data meets big smog: a big spatio-temporal data framework for China severe smog analysis. BigSpatial@SIGSPATIAL 2013: 13-22
Coauthor Index
[i129] [i128] [i126] [i125] [i124] [i122] [j17] [j16] [j15] [j14] [c113] [c112] [c110] [c109] [c108] [c107] [c106] [c104] [c103] [c102] [c101] [c100] [c96] [c95] [c94] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c82] [c81] [e2] [i121] [i120] [i119] [i116] [i115] [i114] [i113] [i112] [i111] [i110] [i108] [i107] [i106] [i105] [i104] [i102] [i101] [i100] [i99] [i98] [i97] [i96] [i95] [i93] [i92] [i91] [j13] [j12] [c80] [c79] [c76] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c64] [c62] [i89] [i88] [i87] [i86] [i83] [i82] [i81] [i80] [i79] [i78] [i77] [i75] [i74] [i73] [i71] [i70] [i68] [i66] [i65] [i64] [i63] [j11] [j10] [c59] [c57] [c55] [c54] [c52] [c51] [c50] [c49] [c46] [c45] [c44] [c42] [c41] [c40] [c39] [c38] [c37] [i61] [i59] [i58] [i57] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i47] [i46] [i43] [i41] [i40] [i39] [i38] [i37] [i36] [j9] [c36] [c35] [c34] [c32] [c31] [c29] [c28] [c27] [c26] [c25] [c22] [i35] [i34] [i33] [i31] [i30] [i29] [i27] [i26] [i25] [i24] [i23] [i21] [i20] [i19] [i17] [i16] [i15] [c21] [c20] [c19] [c18] [c17] [c16] [c14] [c13] [i13] [i12] [i11] [i9] [i8] [c11] [c10] [i7] [i6] [i5] [i3] [i2] [j7] [c9] [i1] [j6] [j5] [j4] [j3] [j2] [c8] [c7] [j1] [c6] [c5] [c4] [c3] [c2] [c1]
[j15] [c107] [c101] [c100] [c92] [c91] [c86] [c83] [i115] [i114] [i107] [i100] [i98] [i93] [c79] [c76] [c67] [c66] [c62] [i88] [i83] [i63] [c57] [c53] [c52] [c49] [c46] [c45] [c42] [c41] [c38] [c37] [i61] [i57] [i52] [i51] [i50] [i47] [i41] [i40] [i39] [i37] [i36] [c32] [c31] [c29] [c27] [c26] [c22] [i35] [i34] [i31] [i30] [i25] [i24] [i23] [i21] [i20] [i18]
[i126] [i125] [i122] [j15] [j14] [c113] [c108] [c105] [c104] [c100] [c98] [c86] [c85] [c83] [c81] [i121] [i111] [i110] [i108] [i107] [i104] [i100] [i96] [i93] [i92] [j12] [c77] [c76] [c70] [c68] [c67] [c62] [i83] [i78] [i77] [i76] [i71] [i67] [i62] [j11] [j10] [c59] [c57] [c50] [c49] [c46] [c45] [c42] [c39] [c38] [c37] [e1] [i61] [i58] [i57] [i56] [i55] [i51] [i50] [i47] [i43] [i41] [i39] [i36] [j9] [c36] [c35] [c34] [c32] [c31] [c29] [c28] [c27] [c26] [c22] [i35] [i34] [i33] [i31] [i30] [i27] [i26] [i25] [i24] [i23] [i21] [i20] [i17] [i15] [c21] [c19] [c18] [c17] [c16] [c14] [c13] [i13] [i12] [i11] [i9] [c11] [c10] [i7] [i6] [i5] [i3] [i2] [j7] [c9] [i1]
[i128] [j15] [c111] [c103] [c100] [c92] [c87] [c86] [c84] [i121] [i107] [i106] [i105] [i100] [i95] [j12] [c76] [c72] [c66] [i88] [i81] [i72] [i65] [i63] [j10] [c59] [c58] [c57] [c49] [c46] [c45] [c42] [c41] [c37] [i61] [i53] [i52] [i51] [i50] [i47] [i36] [j9] [c36] [c35] [c29] [i34] [i30] [i26] [i24] [i23] [i21] [i20] [i17] [i15] [c18] [i12]
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