Dezhao Song

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 9

Top Topics

Question Answering

Natural Language

Top Venues

ISWC (Posters & Demos)

IEEE Trans. Serv. Comput.

Publications

Dezhao Song, Andrew Vold, Kanika Madan, Frank Schilder
Multi-label legal document classification: A deep learning-based approach with label-attention and domain-specific pre-training. Inf. Syst. 106 (2022)
Dezhao Song, Sally Gao, Baosheng He, Frank Schilder
On the Effectiveness of Pre-Trained Language Models for Legal Natural Language Processing: An Empirical Study. IEEE Access 10 (2022)
Dezhao Song, Frank Schilder, Shai Hertz, Giuseppe Saltini, Charese Smiley, Phani Nivarthi, Oren Hazai, Dudi Landau, Mike Zaharkin, Tom Zielund, Hugo Molina-Salgado, Chris Brew, Dan Bennett
Building and Querying an Enterprise Knowledge Graph. IEEE Trans. Serv. Comput. 12 (3) (2019)
Thomas Vacek, Dezhao Song, Hugo Molina-Salgado, Ronald Teo, Conner Cowling, Frank Schilder
Litigation Analytics: Extracting and querying motions and orders from US federal courts. NAACL-HLT (Demonstrations) (2019)
Charese Smiley, Elnaz Davoodi, Dezhao Song, Frank Schilder
The E2E NLG Challenge: A Tale of Two Systems. INLG (2018)
Dezhao Song, Yi Luo, Jeff Heflin
Linking Heterogeneous Data in the Semantic Web Using Scalable and Domain-Independent Candidate Selection. IEEE Trans. Knowl. Data Eng. 29 (1) (2017)
Vassilis Plachouras, Charese Smiley, Hiroko Bretz, Ola Taylor, Jochen L. Leidner, Dezhao Song, Frank Schilder
Interacting with Financial Data using Natural Language. SIGIR (2016)
Charese Smiley, Vassilis Plachouras, Frank Schilder, Hiroko Bretz, Jochen L. Leidner, Dezhao Song
When to Plummet and When to Soar: Corpus Based Verb Selection for Natural Language Generation. INLG (2016)
Jeff Heflin, Dezhao Song
Ontology Instance Linking: Towards Interlinked Knowledge Graphs. AAAI (2016)
Dezhao Song, Edward Kim, Xiaolei Huang, Joseph Patruno, Héctor Muñoz-Avila, Jeff Heflin, L. Rodney Long, Sameer K. Antani
Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. IEEE Trans. Medical Imaging 34 (1) (2015)
Dezhao Song, Frank Schilder, Charese Smiley, Chris Brew, Tom Zielund, Hiroko Bretz, Robert Martin, Chris Dale, Steven Pomerville, John Duprey, Tim Miller, Johanna Harrison
TR Discover: A Natural Language Question Answering System for Interlinked Datasets. ISWC (Posters & Demos) (2015)
Dezhao Song, Frank Schilder, Charese Smiley, Chris Brew, Tom Zielund, Hiroko Bretz, Robert Martin, Chris Dale, John Duprey, Tim Miller, Johanna Harrison
TR Discover: A Natural Language Interface for Querying and Analyzing Interlinked Datasets. ISWC (2) (2015)
Dezhao Song, Frank Schilder, Charese Smiley, Chris Brew
Natural Language Question Answering and Analytics for Diverse and Interlinked Datasets. HLT-NAACL (2015)
Xingjian Zhang, Dezhao Song, Sambhawa Priya, Zachary Daniels, Kelly Reynolds, Jeff Heflin
Exploring Linked Data with contextual tag clouds. J. Web Semant. 24 (2014)
Cui Tao, Dezhao Song, Deepak K. Sharma, Christopher G. Chute
Semantator: Semantic annotator for converting biomedical text to linked data. J. Biomed. Informatics 46 (5) (2013)
Xingjian Zhang, Dezhao Song, Sambhawa Priya, Jeff Heflin
Infrastructure for Efficient Exploration of Large Scale Linked Data via Contextual Tag Clouds. ISWC (1) (2013)
Xingjian Zhang, Dezhao Song, Sambhawa Priya, Jeff Heflin
Exploring Linked Open Data with Tag Clouds. ISWC (Posters & Demos) (2013)
Dezhao Song, Jeff Heflin
Domain-Independent Entity Coreference for Linking Ontology Instances. ACM J. Data Inf. Qual. 4 (2) (2013)
Dezhao Song
Scalable and Domain-Independent Entity Coreference: Establishing High Quality Data Linkages across Heterogeneous Data Sources. ISWC (2) (2012)
Dezhao Song, Jeff Heflin
Accuracy vs. Speed: Scalable Entity Coreference on the Semantic Web with On-the-Fly Pruning. Web Intelligence (2012)
Dezhao Song, Jeff Heflin
A Pruning Based Approach for Scalable Entity Coreference. FLAIRS Conference (2012)
Dezhao Song, Jeff Heflin
Automatically Generating Data Linkages Using a Domain-Independent Candidate Selection Approach. ISWC (1) (2011)
Dezhao Song, Jeff Heflin
Domain-independent entity coreference in RDF graphs. CIKM (2010)