Sotabase

Career

· Research Scientist, Amazon2025–
· PhD Student, UIUC CS2016–

Publications (19)

Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach
Scientific Reports · 2018
63
cited
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
Conference on Empirical Methods in Natural Language Processing · 2021
49
cited
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision
Conference on Empirical Methods in Natural Language Processing · 2021
36
cited
Knowledge-guided analysis of "omics" data using the KnowEnG cloud platform
bioRxiv · 2019
35
cited
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2018
28
cited
Knowledge-Rich Self-Supervised Entity Linking
arXiv.org · 2021
13
cited
Scaling Up Data Science Course Projects: A Case Study
ACM Conference on Learning @ Scale · 2021
7
cited
Open-Domain Question Answering with Pre-Constructed Question Spaces
North American Chapter of the Association for Computational Linguistics · 2020
6
cited
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation
IEEE International Conference on Bioinformatics and Biomedicine · 2021
5
cited
Leveraging Personalized Sentiment Lexicons for Sentiment Analysis
International Conference on the Theory of Information Retrieval · 2020
5
cited
Query-Specific Knowledge Summarization with Entity Evolutionary Networks
International Conference on Information and Knowledge Management · 2019
5
cited
SigMat: a classification scheme for gene signature matching
Bioinform. · 2018
5
cited
REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification
IEEE International Conference on Bioinformatics and Biomedicine · 2022
3
cited
DWCox: A density-weighted Cox model for outlier-robust prediction of prostate cancer survival
F1000Research · 2016
2
cited
SetSearch + : Entity-Set-Aware Search and Mining for Scientific Literature
2018
2
cited
Ieee Transactions on Knowledge and Data Engineering, Manuscript Id Dppred: an Effective Prediction Framework with Concise Discriminative Patterns
1
cited
Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action
Pacific Symposium on Biocomputing · 2018
1
cited
DREAM Community. Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial
2016
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Jinfeng Xiao | Researcher Profile | Sotabase | Sotabase