Jiaming Shen

Most-cited papers

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
Zhen Qin, R. Jagerman, Kai Hui, Honglei Zhuang +8 more
2023NAACL-HLT530 citations Open access
Semantic Scholar
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen +3 more
2022Annual Meeting of the Association for Computational Linguistics420 citations Open access
Semantic Scholar
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
Yue Yu, Yu-Chen Zhuang, Jieyu Zhang, Yu Meng +4 more
2023Neural Information Processing Systems394 citations Open access
Semantic Scholar
Weakly-Supervised Neural Text Classification
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han
2018International Conference on Information and Knowledge Management203 citations Open access
Semantic Scholar
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
Chao Zhang, Fang-Bo Tao, Xiusi Chen, Jiaming Shen +4 more
2018Knowledge Discovery and Data Mining145 citations
Semantic Scholar
Weakly-Supervised Hierarchical Text Classification
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han
2018AAAI Conference on Artificial Intelligence143 citations Open access
Semantic Scholar
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion
Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao +1 more
2021Findings98 citations Open access
Semantic Scholar
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion
Jiaming Shen, Zeqiu Wu, Dongming Lei, Chao Zhang +4 more
2018Knowledge Discovery and Data Mining98 citations Open access
Semantic Scholar
SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
Jiaming Shen, Zeqiu Wu, Dongming Lei, Jing-Bo Shang +2 more
2017ECML/PKDD94 citations Open access
Semantic Scholar
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network
Jiaming Shen, Zhihong Shen, Chenyan Xiong, Chi Wang +2 more
2020The Web Conference92 citations Open access
Semantic Scholar
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names
Jiaming Shen, Wenda Qiu, Yu Meng, Jing-Bo Shang +2 more
2021North American Chapter of the Association for Computational Linguistics87 citations Open access
Semantic Scholar
STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths
Yue Yu, Yinghao Li, Jiaming Shen, Haoyang Feng +2 more
2020Knowledge Discovery and Data Mining74 citations Open access
Semantic Scholar
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding
Jiaming Shen, Heng Ji, Jiawei Han
2020Conference on Empirical Methods in Natural Language Processing61 citations Open access
Semantic Scholar
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
Yuning Mao, Xiang Ren, Jiaming Shen, Xiao-Tao Gu +1 more
2018Annual Meeting of the Association for Computational Linguistics60 citations Open access
Semantic Scholar
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon +2 more
2022The Web Conference54 citations Open access
Semantic Scholar
Taxonomy Completion via Triplet Matching Network
Jieyu Zhang, Xiangchen Song, Ying Zeng, Jia-Ze Chen +3 more
2021AAAI Conference on Artificial Intelligence48 citations Open access
Semantic Scholar
Empower Entity Set Expansion via Language Model Probing
Yunyi Zhang, Jiaming Shen, Jing-Bo Shang, Jiawei Han
2020Annual Meeting of the Association for Computational Linguistics48 citations Open access
Semantic Scholar
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval
Yue Yu, Yu-Chen Zhuang, Rongzhi Zhang, Yu Meng +2 more
2023Annual Meeting of the Association for Computational Linguistics43 citations Open access
Semantic Scholar
Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jia-Ling Liu +3 more
2023arXiv.org42 citations Open access
Semantic Scholar
Corpus-based Open-Domain Event Type Induction
Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han
2021Conference on Empirical Methods in Natural Language Processing36 citations Open access
Semantic Scholar
AceMap: A Novel Approach towards Displaying Relationship among Academic Literatures
Zhaowei Tan, Changfeng Liu, Yuning Mao, Yunqi Guo +2 more
2016The Web Conference31 citations
Semantic Scholar
Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion
Jiaxin Huang, Yiqing Xie, Yu Meng, Jiaming Shen +2 more
2020The Web Conference30 citations Open access
Semantic Scholar
Mining Entity Synonyms with Efficient Neural Set Generation
Jiaming Shen, Ruiliang Lyu, Xiang Ren, M. Vanni +2 more
2018AAAI Conference on Artificial Intelligence30 citations Open access
Semantic Scholar
Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach
Yue Yu, Rongzhi Zhang, Ran Xu, Jieyu Zhang +2 more
2023Annual Meeting of the Association for Computational Linguistics29 citations Open access
Semantic Scholar
“Why is this misleading?”: Detecting News Headline Hallucinations with Explanations
Jiaming Shen, Jia-Lu Liu, Daniel Finnie, N. Rahmati +2 more
2023The Web Conference29 citations Open access
Semantic Scholar
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jing-Bo Shang +2 more
2018Annual International ACM SIGIR Conference on Research and Development in Information Retrieval29 citations Open access
Semantic Scholar
Towards Disentangling Relevance and Bias in Unbiased Learning to Rank
Yu-Nan Zhang, Le Yan, Zhen Qin, Honglei Zhuang +4 more
2022Knowledge Discovery and Data Mining27 citations Open access
Semantic Scholar
Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach
Yue Yu, Rongzhi Zhang, Ran Xu, Jieyu Zhang +2 more
2022arXiv.org26 citations Open access
Semantic Scholar
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity
Yu Shi, Jiaming Shen, Yu-Chen Li, Naijing Zhang +6 more
2019International Conference on Information and Knowledge Management25 citations Open access
Semantic Scholar
Unsupervised Key Event Detection from Massive Text Corpora
Yunyi Zhang, Fang Guo, Jiaming Shen, Jia-Wei Han
2022Knowledge Discovery and Data Mining23 citations Open access
Semantic Scholar
TaxoGen: Constructing Topical Concept Taxonomy by Adaptive Term Embedding and Clustering
Chao Zhang, Fang-Bo Tao, Xiusi Chen, Jiaming Shen +4 more
2018Knowledge Discovery and Data Mining23 citations
Semantic Scholar
HBV reactivation and its effect on survival in HBV-related hepatocarcinoma patients undergoing transarterial chemoembolization combined with tyrosine kinase inhibitors plus immune checkpoint inhibitors
Jiaming Shen, Xia Wang, Ning-Ning Wang, Shifei Wen +4 more
2023Frontiers in Cellular and Infection Microbiology22 citations Open access
Semantic Scholar
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
Pengcheng Jiang, Lang Cao, Rui Zhu, Minhao Jiang +4 more
2025arXiv.org21 citations
Semantic Scholar
SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery
Jiaming Shen, Wenda Qiu, Jing-Bo Shang, M. Vanni +2 more
2020Conference on Empirical Methods in Natural Language Processing20 citations Open access
Semantic Scholar
Phrase mining of textual data to analyze extracellular matrix protein patterns across cardiovascular disease.
David A. Liem, Sanjana Murali, Dibakar Sigdel, Yu Shi +7 more
2018American Journal of Physiology. Heart and Circulatory Physiology19 citations Open access
Semantic Scholar
Development and validation of a nomogram to predict recompensation in HBV-related cirrhosis with ascites as the single first decompensating event
Shifei Wen, Jiajia Ruan, Jiaming Shen, Xia Wang +4 more
2023Scandinavian Journal of Gastroenterology18 citations
Semantic Scholar
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences
Xiang Ren, Jiaming Shen, M. Qu, Xuan Wang +9 more
2017Annual Meeting of the Association for Computational Linguistics18 citations Open access
Semantic Scholar
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting
Jiaying Lu, Jiaming Shen, Bo Xiong, Wen-Jing Ma +2 more
2023Annual International ACM SIGIR Conference on Research and Development in Information Retrieval17 citations Open access
Semantic Scholar
Investigating Rumor News Using Agreement-Aware Search
Jing-Bo Shang, Jiaming Shen, Tianhang Sun, Xingbang Liu +5 more
2018International Conference on Information and Knowledge Management15 citations Open access
Semantic Scholar
Training ELECTRA Augmented with Multi-word Selection
Jiaming Shen, Jia-Lu Liu, Tianqi Liu, Cong Yu +1 more
2021Findings14 citations Open access
Semantic Scholar
Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering
Jiaming Shen, Maryam Karimzadehgan, Michael Bendersky, Zhen Qin +1 more
2018International Conference on Information and Knowledge Management14 citations Open access
Semantic Scholar
Unsupervised Event Chain Mining from Multiple Documents
Yi-Zhu Jiao, Ming Zhong, Jiaming Shen, Yunyi Zhang +2 more
2023The Web Conference12 citations Open access
Semantic Scholar
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon +2 more
2022Conference on Empirical Methods in Natural Language Processing12 citations Open access
Semantic Scholar
Modeling Topic-Level Academic Influence in Scientific Literatures
Jiaming Shen, Zhen-Yu Song, Shitao Li, Zhaowei Tan +4 more
2016AAAI Workshop: Scholarly Big Data12 citations
Semantic Scholar
Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion
Xiangchen Song, Jiaming Shen, Jieyu Zhang, Jiawei Han
2021arXiv.org11 citations
Semantic Scholar
Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns
Sizhe Zhou, Suyu Ge, Jiaming Shen, Jiawei Han
2023ECML/PKDD9 citations
Semantic Scholar
A transcriptomics and network pharmacology approach to elucidate the mechanism of action of geniposide on carbon tetrachloride-induced liver injury in rats.
Chunnan Li, Kai-Yue Zhang, Xin Jin, Xiao-chen Gao +5 more
2023International Immunopharmacology9 citations
Semantic Scholar
Eider: Evidence-enhanced Document-level Relation Extraction
Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao +1 more
2021arXiv.org9 citations
Semantic Scholar
Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
Dibakar Sigdel, Vincent Kyi, Aiden Zhang, S. Setty +7 more
2019Journal of Visualized Experiments9 citations Open access
Semantic Scholar
FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang +3 more
2019ECML/PKDD8 citations Open access
Semantic Scholar