Jinfeng Xiao

According to our database, Jinfeng Xiao authored at least 19 papers between 2018 and 2024.

Collaborative distances:

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

2024

Automated Construction of Theme-specific Knowledge Graphs.

Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han

CoRR, 2024

TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision.

Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Jinfeng Xiao, Jiaming Shen, Jiawei Han

CoRR, 2024

Topic-Oriented Open Relation Extraction with A Priori Seed Generation.

Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Taxonomy-Guided Fine-Grained Entity Set Expansion.

Jinfeng Xiao, Mohab Elkaref, Nathan Herr, Geeth De Mel, Jiawei Han

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data.

Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Knowledge-Rich Self-Supervision for Biomedical Entity Linking.

Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon

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

REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification.

Xuan Wang, Vivian Hu, Minhao Jiang, Yu Zhang, Jinfeng Xiao, Danielle Cherrice Loving, Heng Ji, Martin D. Burke, Jiawei Han

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Knowledge-Rich Self-Supervised Entity Linking.

Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon

CoRR, 2021

Open-Domain Question Answering with Pre-Constructed Question Spaces.

Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

Scaling Up Data Science Course Projects: A Case Study.

Bhavya, Jinfeng Xiao, Chengxiang Zhai

Proceedings of the L@S'21: Eighth ACM Conference on Learning @ Scale, 2021

ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision.

Xuan Wang, Vivian Hu, Xiangchen Song, Shweta Garg, Jinfeng Xiao, Jiawei Han

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

Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation.

Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Leveraging Personalized Sentiment Lexicons for Sentiment Analysis.

Dominic Seyler, Jiaming Shen, Jinfeng Xiao, Yiren Wang, ChengXiang Zhai

Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

Electromagnetic Parameters Optimization Design of Industrial DC Transformer Based on Improved Genetic Algorithm.

Li Hai, Jinfeng Xiao

Proceedings of the 20th IEEE International Conference on Communication Technology, 2020

2019

Query-Specific Knowledge Summarization with Entity Evolutionary Networks.

Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

DPPred: An Effective Prediction Framework with Concise Discriminative Patterns.

Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2018

SigMat: a classification scheme for gene signature matching.

Jinfeng Xiao, Charles Blatti, Saurabh Sinha

Bioinform., 2018

Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach.

Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action.

Yunan Luo, Sheng Wang, Jinfeng Xiao, Jian Peng

Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018