Jinfeng Xiao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Sentiment Lexicon

Hierarchical Text Classification

Top Venues

Publications

Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han
Automated Construction of Theme-specific Knowledge Graphs. CoRR (2024)
Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Jinfeng Xiao, Jiaming Shen, Jiawei Han
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision. CoRR (2024)
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 Burke, Huimin Zhao, Jiawei Han
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. EMNLP (Demos) (2023)
Jinfeng Xiao, Mohab Elkaref, Nathan Herr, Geeth De Mel, Jiawei Han
Taxonomy-Guided Fine-Grained Entity Set Expansion. SDM (2023)
Xuan Wang, Vivian Hu, Minhao Jiang, Yu Zhang, Jinfeng Xiao, Danielle Cherrice Loving, Heng Ji, Martin Burke, Jiawei Han
REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification. BIBM (2022)
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
Knowledge-Rich Self-Supervision for Biomedical Entity Linking. EMNLP (Findings) (2022)
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
Open-Domain Question Answering with Pre-Constructed Question Spaces. NAACL-HLT (Student Research Workshop) (2021)
Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. BIBM (2021)
Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. CoRR (2021)
Bhavya, Jinfeng Xiao, Chengxiang Zhai
Scaling Up Data Science Course Projects: A Case Study. L@S (2021)
Xuan Wang, Vivian Hu, Xiangchen Song, Shweta Garg, Jinfeng Xiao, Jiawei Han
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision. EMNLP (1) (2021)
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
Knowledge-Rich Self-Supervised Entity Linking. CoRR (2021)
Dominic Seyler, Jiaming Shen, Jinfeng Xiao, Yiren Wang, ChengXiang Zhai
Leveraging Personalized Sentiment Lexicons for Sentiment Analysis. ICTIR (2020)
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
Open-Domain Question Answering with Pre-Constructed Question Spaces. CoRR (2020)
Li Hai, Jinfeng Xiao
Electromagnetic Parameters Optimization Design of Industrial DC Transformer Based on Improved Genetic Algorithm. ICCT (2020)
Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han
Query-Specific Knowledge Summarization with Entity Evolutionary Networks. CoRR (2019)
Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han
Query-Specific Knowledge Summarization with Entity Evolutionary Networks. CIKM (2019)
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach. CoRR (2018)
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach. SIGIR (2018)
Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han
DPPred: An Effective Prediction Framework with Concise Discriminative Patterns. IEEE Trans. Knowl. Data Eng. 30 (7) (2018)
Yunan Luo, Sheng Wang, Jinfeng Xiao, Jian Peng
Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action. PSB (2018)
Jinfeng Xiao, Charles Blatti, Saurabh Sinha
SigMat: a classification scheme for gene signature matching. Bioinform. 34 (13) (2018)
Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han
DPPred: An Effective Prediction Framework with Concise Discriminative Patterns. CoRR (2016)