Publication:

• 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. Information Systems. Accepted.

• 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 Transactions on Services Computing 12(3): 356-369 (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: 116-121
• Thomas Vacek, Ronald Teo, Dezhao Song, Timothy Nugent, Conner Cowling, Frank Schilder. Litigation Analytics: Case Outcomes Extracted from US Federal Court Dockets. Proceedings of the Natural Legal Language Processing Workshop 2019: 45-54.

• Charese Smiley, Elnaz Davoodi, Dezhao Song, Frank Schilder: The E2E NLG Challenge: A Tale of Two Systems. INLG 2018: 472-477

• Dezhao Song, Yi Luo, Jeff Heflin. Linking Heterogeneous Data in the Semantic Web Using Scalable and Domain-Independent Candidate Selection. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) 29(1): 143-156 (2017).
• Nadeschda Nikitina, Dezhao Song, Achille Fokoue, Peter Haase: Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to - 25th, 2017. CEUR Workshop Proceedings 1963, CEUR-WS.org 2017

• Charese Smiley, Vassilis Plachouras, Frank Schilder, Hiroko Bretz, Jochen Leidner and Dezhao Song. When to Plummet and When to Soar: Corpus Based Verb Selection for Natural Language Generation. The 9th International Natural Language Generation conference, pages 36 - 39.
• Cui Tao, Guoqian Jiang, Dezhao Song, Jeff Heflin, Frank Schilder. Proceedings of the First International Workshop on Biomedical Data Integration and Discovery (BMDID 2016), co-located with The 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 17, 2016. CEUR Workshop Proceedings 1709, CEUR-WS.org 2016. [Editorial]
• Vassilis Plachouras, Charese Smiley, Hiroko Bretz, Ola Taylor, Jochen L. Leidner, Dezhao Song, Frank Schilder. Interacting with Financial Data using Natural Language. 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Demonstrations, pages 1121-1124.
• Jeff Heflin, Dezhao Song. 2016. Ontology Instance Linking: Towards Interlinked Knowledge Graphs. Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), pages 4163-4169.

• Dezhao Song, Frank Schilder, Charese Smiley, Chris Brew, Tom Zielund, Hiroko Bretz, Robert Martin, Chris Dale, John Duprey, Tim Miller, Johanna Harrison. 2015. TR Discover: A Natural Language Interface for Querying and Analyzing Interlinked Datasets. Proceedings of the 14th International Semantic Web Conference (ISWC), pages 21-37.
• Dezhao Song, Frank Schilder, Charese Smiley, Chris Brew, Tom Zielund, Hiroko Bretz, Robert Martin, Chris Dale, Steven Pomerville, John Duprey, Tim Miller, Johanna Harrison. 2015. TR Discover: A Natural Language Question Answering System for Interlinked Datasets. Proceedings of the International Semantic Web Conference (ISWC) 2015 Posters & Demonstrations Track (ISWC-PD).
• Dezhao Song, Frank Schilder, Charese Smiley, Chris Brew. 2015. Natural Language Question Answering and Analytics for Diverse and Interlinked Datasets. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations (NAACL), pages 101-105.
• Dezhao Song, Edward Kim, Xiaolei Huang, Joseph E. Patruno, Hector Munoz-Avila, Jeff Heflin, Rodney Long, Sameer Antani. Multi-modal Entity Coreference for Cervical Dysplasia Diagnosis. IEEE Transactions on Medical Imaging (IEEE TMI). 34(1): 229-245 (2015).
• Dezhao Song, Adam Fermier, Cui Tao, Frank Schilder. Proceedings of International Workshop on Biomedical Data Mining, Modeling, and Semantic Integration: A Promising Approach to Solving Unmet Medical Needs (BDM2I2015), co-located with The 14th International Semantic Web Conference (ISWC 2015), Bethlehem, United States, October 11th, 2015. CEUR Workshop Proceedings 1428, CEUR-WS.org 2015. [Editorial]

• Dezhao Song: Towards a linked semantic web: Precisely, comprehensively and scalably linking heterogeneous data in the semantic web. Lehigh University. Ph.D. Dissertation (2014)
• Xingjian Zhang, Dezhao Song, Sambhawa Priya, Zachary Daniels, Kelly Reynolds, Jeff Heflin: Exploring Linked Data with contextual tag clouds. Journal of Web Semantics (JWS). 24: 33-39 (2014).

• Cui Tao, Dezhao Song, Deepak K. Sharma, Christopher G. Chute: Semantator: Semantic annotator for converting biomedical text to linked data. Journal of Biomedical Informatics (JBI) 46(5): 882-893 (2013).
• Xingjian Zhang, Dezhao Song, Sambhawa Priya, Jeff Heflin: Infrastructure for Efficient Exploration of Large Scale Linked Data via Contextual Tag Clouds. International Semantic Web Conference (ISWC) 2013: 687-702.
• Xingjian Zhang, Dezhao Song, Sambhawa Priya, Jeff Heflin: Exploring Linked Open Data with Tag Clouds. International Semantic Web Conference (Posters & Demos) 2013: 45-48.
• Dezhao Song and Jeff Heflin. 2013. Domain-Independent Entity Coreference for Linking Ontology Instances. ACM Journal of Data and Information Quality 4, 2, Article 7, 29 pages (ACM JDIQ).

• Dezhao Song and Jeff Heflin. 2012. Accuracy vs. Speed: Scalable Entity Coreference on the Semantic Web with On-the-Fly Pruning. The 2012 IEEE/WIC/ACM International Conference on Web Intelligence (ACM/IEEE WI), pages 66-73.
• Dezhao Song. 2012. Scalable and Domain-Independent Entity Coreference: Establishing High Quality Data Linkages Across Heterogeneous Data Sources. The 11th International Semantic Web Conference, pages 424-432.
• Dezhao Song and Jeff Heflin. 2012. A Pruning Based Approach for Scalable Entity Coreference. The 25th International Florida Artificial Intelligence Research Society Conference (FLAIRS), pages 98-103.
• Dezhao Song, Christopher G. Chute and Cui Tao. 2012. Semantator: Annotating Clinical Narratives with Semantic Web Ontologies. 2012 AMIA Summit on Clinical Research Informatics (AMIA CRI), pages 20-29.

• Dezhao Song and Jeff Heflin. 2011. Automatically Generating Data Linkages Using a Domain-Independent Candidate Selection Approach. The 10th International Semantic Web Conference (ISWC), pages 649-664.
• Dezhao Song and Jeff Heflin. 2011. Scaling Data Linkage Generation with Domain-Independent Candidate Selection. The 10th International Semantic Web Conference (ISWC). Poster paper.
• Dezhao Song, Christopher G. Chute and Cui Tao. 2011. Semantator: A Semi-automatic Semantic Annotation Tool for Clinical Narratives. The 10th International Semantic Web Conference (ISWC). Poster paper.

• Dezhao Song and Jeff Heflin. 2010. Domain-Independent Entity Coreference in RDF Graphs. The 19th ACM Conference on Information and Knowledge Management (CIKM), pages 1821-1824.
• Henry F. Korth, Dezhao Song and Jeff Heflin. 2010. Metadata for Structured Document Datasets. International Workshop on Document Analysis Systems (DAS).