Dingcheng Li

According to our database1, Dingcheng Li authored at least 65 papers between 2008 and 2020.

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Bibliography

2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation.
CoRR, 2020

Estimate the Implicit Likelihoods of GANs with Application to Anomaly Detection.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2019
Context-aware Active Multi-Step Reinforcement Learning.
CoRR, 2019

Large Scale Semantic Indexing with Deep Level-wise Extreme Multi-label Learning.
Proceedings of the World Wide Web Conference, 2019

Knowledge Graph Embedding Based Question Answering.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

TMSA: A Mutual Learning Model for Topic Discovery and Word Embedding.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

End-to-end Deep Reinforcement Learning Based Coreference Resolution.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Representation Learning for Question Classification via Topic Sparse Autoencoder and Entity Embedding.
Proceedings of the IEEE International Conference on Big Data, 2018

Detecting Serendipitous Drug Usage in Social Media with Deep Neural Network Models.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Mapping client messages to a unified data model with mixture feature embedding convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
A Part-Of-Speech term weighting scheme for biomedical information retrieval.
J. Biomed. Informatics, 2016

A computational framework for converting textual clinical diagnostic criteria into the quality data model.
J. Biomed. Informatics, 2016

Lightning: A High-Efficient Neighbor Discovery Protocol for Low Duty Cycle WSNs.
IEEE Communications Letters, 2016

Erratum to: Text mining facilitates database curation - extraction of mutation-disease associations from Bio-medical literature.
BMC Bioinform., 2016

POS-MRF: A Part-Of-Speech Weighted Markov Random Field Model for Clinical Information Retrieval.
Proceedings of the Summit on Clinical Research Informatics, 2016

An Infinite Mixture Model for Coreference Resolution in Clinical Notes.
Proceedings of the Summit on Clinical Research Informatics, 2016

MayoBMI at ImageCLEF 2016 Handwritten Document Retrieval Task.
Proceedings of the Working Notes of CLEF 2016, 2016

Answering patients' questions using expert-vetted online resources: A case study of diabetes.
Proceedings of the AMIA 2016, 2016

A Part-Of-Speech Weighting Scheme for Clinical Information Retrieval.
Proceedings of the AMIA 2016, 2016

Discovering Associations between Problem List and Practice Setting.
Proceedings of the AMIA 2016, 2016

Drug-drug Interaction Detection with A Topic-modeling Based Framework Augmented with Distant-supervision.
Proceedings of the AMIA 2016, 2016

A Topic-modeling Based Framework for Drug-drug Interaction Classification from Biomedical Text.
Proceedings of the AMIA 2016, 2016

2015
Spectral co-clustering ensemble.
Knowl. Based Syst., 2015

Generalized Ensemble Model for Document Ranking.
CoRR, 2015

Text mining facilitates database curation - extraction of mutation-disease associations from Bio-medical literature.
BMC Bioinform., 2015

A bibliometric analysis on tobacco regulation investigators.
BioData Min., 2015

Assessing the Need of Discourse-Level Analysis in Identifying Evidence of Drug-Disease Relations in Scientific Literature.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Identification of Patients with Family History of Pancreatic Cancer - Investigation of an NLP System Portability.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

A Frequency-based Strategy of Obtaining Sentences from Clinical Data Repository for Crowdsourcing.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Retrieval of Semantically Similar Healthcare Questions in Healthcare Forums.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Temporal Pattern and Association Discovery of Diagnosis Codes Using Deep Learning.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Representing Clinical Diagnostic Criteria in Quality Data Model Using Natural Language Processing.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

A new method for prioritizing drug repositioning candidates extracted by literature-based discovery.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

A frequency-filtering strategy of obtaining PHI-free sentences from clinical data repository.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

A Deep Learning Framework for Improving Medical Information Retrieval.
Proceedings of the AMIA 2015, 2015

2014
Standardizing adverse drug event reporting data.
J. Biomedical Semantics, 2014

Integrating information retrieval with distant supervision for Gene Ontology annotation.
Database, 2014

An Author Topic Analysis of Tobacco Regulation Investigators.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Towards a multi-level framework for supporting systematic review - A pilot study.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Using semantic web technologies for quality measure phenotyping algorithm representation and automatic execution on EHR data.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

An author topic analysis on NCI DCP/DCCPS PIs.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

Layered Spaces for Clinical Information Retrieval.
Proceedings of the AMIA 2014, 2014

Reducing the Screening Burden of Systematic Review with a Multiple-level Relevance Ranking System.
Proceedings of the AMIA 2014, 2014

An Automated Approach for Ranking Journals to Help in Clinician Decision Support.
Proceedings of the AMIA 2014, 2014

2013
Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification.
J. Am. Medical Informatics Assoc., 2013

Standardizing Drug Adverse Event Reporting Data.
Proceedings of the MEDINFO 2013, 2013

Phenotyping on EHR Data Using OWL and Semantic Web Technologies.
Proceedings of the Smart Health - International Conference, 2013

An Incremental Approach for MEDLINE MeSH Indexing.
Proceedings of the first Workshop on Bio-Medical Semantic Indexing and Question Answering, 2013

An integrative computational approach to identify disease-specific networks from PubMed literature information.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Towards assigning references using semantic, journal and citation relevance.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Prioritizing journals relevant to a topic for addressing clinicians' information needs.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

PhenotypePortal: An Open-Source Library and Platform for Authoring, Executing and Visualization of Electronic Health Records Driven Phenotyping Algorithms.
Proceedings of the AMIA 2013, 2013

Coreference Resolution from Medical Corpus with Topic Modeling.
Proceedings of the AMIA 2013, 2013

2012
ERD-MedLDA: Entity relation detection using supervised topic models with maximum margin learning.
Nat. Lang. Eng., 2012

Unified Medical Language System term occurrences in clinical notes: a large-scale corpus analysis.
J. Am. Medical Informatics Assoc., 2012

Coreference analysis in clinical notes: a multi-pass sieve with alternate anaphora resolution modules.
J. Am. Medical Informatics Assoc., 2012

Ontology-Based Temporal Relation Modeling with MapReduce Latent Dirichlet Allocations for Big EHR Data.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Towards a semantic lexicon for clinical natural language processing.
Proceedings of the AMIA 2012, 2012

Modeling and Executing Electronic Health Records Driven Phenotyping Algorithms using the NQF Quality Data Model and JBoss® Drools Engine.
Proceedings of the AMIA 2012, 2012

Applying JBoss® Drools Business Rules Management System for Electronic Health Records Driven Phenotyping.
Proceedings of the AMIA 2012, 2012

Visualization and Reporting of Results for Electronic Health Records Driven Phenotyping using the Open-Source popHealth Platform.
Proceedings of the AMIA 2012, 2012

2011
A Combination of Topic Models with Max-margin Learning for Relation Detection.
Proceedings of the 2011 Workshop on Graph-based Methods for Natural Language Processing, 2011

A Pronoun Anaphora Resolution System based on Factorial Hidden Markov Models.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2008
Conditional Random Fields and Support Vector Machines for Disorder Named Entity Recognition in Clinical Texts.
Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, 2008


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