Chun-Nan Hsu
Orcid: 0000-0002-5240-4707Affiliations:
- University of California San Diego, Center for Microbiome Innovation, La Jolla, CA, USA
- Academia Sinica, Institute of Information Science, Taipei, Taiwan
- University of Southern California, Information Sciences Institute (ISI), Los Angeles, CA, USA (PhD 1996)
According to our database1,
Chun-Nan Hsu
authored at least 100 papers
between 1993 and 2023.
Collaborative distances:
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Bibliography
2023
CoRR, 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Representing Knowledge by Spans: A Knowledge-Enhanced Model for Information Extraction.
CoRR, 2022
Theoretical Rule-based Knowledge Graph Reasoning by Connectivity Dependency Discovery.
Proceedings of the International Joint Conference on Neural Networks, 2022
Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
PLoS Comput. Biol., 2021
Increasing metadata coverage of SRA BioSample entries using deep learning-based named entity recognition.
Database J. Biol. Databases Curation, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021
2020
Comparing the Use of Research Resource Identifiers and Natural Language Processing for Citation of Databases, Software, and Other Digital Artifacts.
Comput. Sci. Eng., 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
ImageCLEF2020: Laterality-Reduction Three-Dimensional CBAM-Resnet with Balanced Sampler for Multi-Binary Classification of Tuberculosis and CT Auto Reports.
Proceedings of the Working Notes of CLEF 2020, 2020
2019
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019
2018
J. Biomed. Informatics, 2018
The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool.
CoRR, 2018
2017
PeerJ Prepr., 2017
Proceedings of the AMIA 2017, 2017
2016
Erratum to: Weakly supervised learning of biomedical information extraction from curated data.
BMC Bioinform., 2016
BMC Bioinform., 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Developing an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2014
Proceedings of the Technologies and Applications of Artificial Intelligence, 2014
2013
Proceedings of TextGraphs@EMNLP 2013: the 8th Workshop on Graph-based Methods for Natural Language Processing, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Ranking of multidimensional drug profiling data by fractional-adjusted bi-partitional scores.
Bioinform., 2012
Simultaneous Segmentation of Cell and Nucleus in Schizosaccharomyces pombe Images with Focus Gradient.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
2011
ACM Trans. Intell. Syst. Technol., 2011
Automatic Morphological Subtyping Reveals New Roles of Caspases in Mitochondrial Dynamics.
PLoS Comput. Biol., 2011
Soft tagging of overlapping high confidence gene mention variants for cross-species full-text gene normalization.
BMC Bioinform., 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, 2011
2010
Expert Syst. Appl., 2010
Learning to predict expression efficacy of vectors in recombinant protein production.
BMC Bioinform., 2010
A spectral graph theoretic approach to quantification and calibration of collective morphological differences in cell images.
Bioinform., 2010
2009
Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning.
Mach. Learn., 2009
Global and componentwise extrapolations for accelerating training of Bayesian networks and conditional random fields.
Data Min. Knowl. Discov., 2009
BIOADI: a machine learning approach to identifying abbreviations and definitions in biological literature.
BMC Bioinform., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Feature Space Transformation for Semi-Supervised Learning for Protein Subcellular Localization in Fluorescence Microscopy Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Decis. Support Syst., 2008
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008
2007
Detection of the inferred interaction network in hepatocellular carcinoma from EHCO (Encyclopedia of Hepatocellular Carcinoma genes Online).
BMC Bioinform., 2007
Boosting multiclass learning with repeating codes and weak detectors for protein subcellular localization.
Bioinform., 2007
多語聲學單位分類之最佳化研究 (The Study of Acoustic Model Clustering in Multilingual Speech Recognition) [In Chinese].
Proceedings of the 19th Conference on Computational Linguistics and Speech Processing, 2007
Analysis and Enhancement of Conditional Random Fields Gene Mention Taggers in BioCreative II Challenge Evaluation.
Proceedings of the Short Paper Proceedings of the 2nd International Symposium on Languages in Biology and Medicine (LBM 2007), 2007
Training Conditional Random Fields by Periodic Step Size Adaptation for Large-Scale Text Mining.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
2006
FASTSNP: an always up-to-date and extendable service for SNP function analysis and prioritization.
Nucleic Acids Res., 2006
Language Identification by Using Syllable-Based Duration Classification on Code-Switching Speech.
Proceedings of the Chinese Spoken Language Processing, 5th International Symposium, 2006
Global and Componentwise Extrapolation for Accelerating Data Mining from Large Incomplete Data Sets with the EM Algorithm.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
J. Assoc. Inf. Sci. Technol., 2005
Modeling Pronunciation Variation for Bi-Lingual Mandarin/Taiwanese Speech Recognition.
Int. J. Comput. Linguistics Chin. Lang. Process., 2005
Proceedings of the 7th IEEE International Conference on E-Commerce Technology (CEC 2005), 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
2004
Mach. Learn., 2004
華台雙語發音變異性之語音辨識研究及PDA之應用 (The study of pronunciation variations in Mandarin and Taiwanese and its application in PDA) [In Chinese].
Proceedings of the 16th Conference on Computational Linguistics and Speech Processing, 2004
A unified framework for large vocabulary speech recognition of mutually unintelligible Chinese "regionalects".
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
2003
Implications of the Dirichlet Assumption for Discretization of Continuous Variables in Naive Bayesian Classifiers.
Mach. Learn., 2003
J. Intell. Inf. Syst., 2003
Automatic information extraction from semi-structured Web pages by pattern discovery.
Decis. Support Syst., 2003
Large vocabulary taiwanese (min-nan) speech recognition using tone features and statistical pronunciation modeling.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Query Answering Using Ontologies in Agent-based Resource Sharing Environment for Biological Web Information Integrating.
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002
2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
IEEE Trans. Knowl. Data Eng., 2000
Why Discretization Works for Naive Bayesian Classifiers.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1998
Generating Finite-State Transducers for Semi-Structured Data Extraction from the Web.
Inf. Syst., 1998
Data Min. Knowl. Discov., 1998
Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998
1996
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
Using Inductive Learning To Generate Rules for Semantic Query Optimization.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996
1995
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995
1994
Proceedings of the Machine Learning, 1994
Cooperating Agents for Information Retrieval.
Proceedings of the Second International Conference on Cooperative Information Systems, 1994
1993
Int. J. Cooperative Inf. Syst., 1993
Proceedings of the CIKM 93, 1993