Dissertation: VerbKB: A Knowledge Base of Verbs for Natural Language Understanding thesis Thesis Proposal: Verb Semantics for Natural Language Understanding pdf

Peer-Reviewed Publications

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  • Learning Translations via Matrix Completion. Derry Wijaya et al. Proc. of EMNLP 2017 (to appear). Copenhagen, Denmark. pdf
  • Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua. Derry Wijaya and Tom Mitchell. Proc. of NAACL 2016. San Diego, California. pdf verb-relation mapping
  • Events, Entities, and Text. Derry Wijaya. Proc. of Events in Language and Cognition Workshop (ELC) 2016, CUNY 2016, Gainesville, Florida. poster abstract
  • "A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce": Learning State Changing Verbs from Wikipedia Revision History. Derry Wijaya, Ndapa Nakashole, Tom Mitchell. Proc. of EMNLP 2015. Lisbon, Portugal. pdf state-changing verbs
  • Never-Ending Learning. Tom Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi, Matt Gardner, Bryan Kisiel, Jayant Krishnmurthy, Ni Lao, Kathryn Mazaitis, Tahir Mohammad, Ndapandula Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling. Proc. of the Conference on Artificial Intelligence (AAAI), 2015. Austin Texas, USA. pdf
  • Mining and Organizing a Resource of State-changing Verbs. Derry Wijaya, Ndapa Nakashole, Tom Mitchell. Proc. of the 4th Workshop on Automated Knowledge Base Construction (AKBC), at NIPS 2014. Montreal, Canada. pdf
  • CTPs: Contextual Temporal Profiles for Time Scoping Facts via Entity State Change Detection. Derry Wijaya, Ndapa Nakashole, Tom Mitchell. Proc. of EMNLP 2014, Doha, Qatar. pdf
  • PIDGIN: Ontology Alignment using Web Text as Interlingua. Derry Wijaya, Partha Pratim Talukdar, Tom Mitchell. Proc. of CIKM 2013, San Fransisco, USA. pdf poster presented at Google Scholars Retreat 2013
  • Acquiring Temporal Constraints between Relations. Partha Pratim Talukdar, Derry Wijaya, Tom Mitchell. Proc. of CIKM 2012, Hawaii, USA. pdf poster presented at CMU SCS: Graph Analytics Workshop
  • The Macro Reading of Time. Derry Wijaya, Partha Pratim Talukdar, Tom Mitchell. Poster presentation at Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) 2012, University of Maryland, College Park, USA. poster
  • Coupled Temporal Scoping. Partha Pratim Talukdar, Derry Wijaya, Tom Mitchell. Proc. of the International Conference on Web Search and Data Mining (WSDM 2012), Seattle, USA. pdf
  • Clustering Vertices in Weighted Graphs. Derry Wijaya and Stéphane Bressan. Graph Data Management: Techniques and Application. IGI Global, 2012. 285-298
  • Understanding Semantic Change of Words Over Centuries. Derry Tanti Wijaya and Reyyan Yeniterzi. Proc. of the Workshop on Detecting and Exploiting Cultural Diversity on the Social Web (DETECT) 2011, CIKM 2011, Glasgow, Scotland. pdf
  • "Nut Case: What does It Mean?": Understanding Semantic Relationship between Nouns in Noun Compounds through Paraphrasing and Ranking the Paraphrases. Derry Tanti Wijaya and Philip Gianfortoni. Proc. of the Workshop on Search and Mining Entity-Relationship Data (SMER) 2011, CIKM 2011, Glasgow, Scotland. pdf
  • Predicting Classifier Performance Using Data Set Descriptors and Data Mining Ontology. Derry Tanti Wijaya, Alexandros Kalousis, Melanie Hilario. Proc. of the 3rd Planning to Learn Workshop, ECAI 2010, Lisbon, Portugal.
  • Ricochet: A Family of Unconstrained Algorithms for Graph clustering. Derry Tanti Wijaya and Stéphane Bressan. DASFAA 2009, Brisbane, Australia. pdf slides codes+data
  • Random Walk on the Red Carpet: Rating Movies with User Reviews and PageRank. Derry Tanti Wijaya and Stéphane Bressan. CIKM 2008, Napa Valley, California, USA. pdf slides codes+data
  • Hierarchical Clustering for POS Tagging of the Indonesian Language. Derry Tanti Wijaya and Stéphane Bressan. SNLP 2007, Pattaya, Thailand. pdf slides
  • Journey to the Centre of the Star: Various Ways of Finding Star Centers in Star Clustering. Derry Tanti Wijaya and Stéphane Bressan. R. Wagner, N. Revell, and G. Pernul (Eds.): DEXA 2007, LNCS 4653, pp. 660-670, 2007, Regensburg, Germany. pdf slides codes data
  • Clustering Web Documents Using Co-citation, Coupling, Incoming, and Outgoing Hyperlinks: a Comparative Performance Analysis of Algorithms. Derry Tanti Wijaya and Stéphane Bressan. International Journal of Web Information System 2 (2), June 2006. pdf

Media Coverage

  • Voice of America TV feature for Indonesian JakTV and ANTV. Filmed during the 2013 Fulbright Science and Technology Capstone in Washington, D.C. clip in Indonesian
  • Voice of America Radio feature for Indonesian Radio Prambors and PAS FM, June 18, 2013. clip in Indonesian
  • Aiming to Learn as We Do, a Machine Teaches Itself, New York Times, by Steve Lohr, October 5, 2010. article

Other publications/presentations

  • NELL: a machine that continuously reads, learns, and thinks by itself. Derry Wijaya. An article written for the Global Scientist, an online magazine by international Fulbright science and technology fellows. link
  • Carnegie Mellon University Three Minute Thesis 2014. Derry Wijaya. Three Minute Thesis Competition Final Round. link
  • NELL and Discovery 2020. Derry Wijaya. TED-style presentation at Fulbright Science and Technology Conference 2012, Orlando, Florida, USA. clip
  • Computers that Learn: Never Ending Language Learner (NELL) Practical Applications in the context of Indonesian Development. Derry Wijaya. Presentation at Indonesian Focus Conference 2012, East Lansing, Michigan, USA. pdf
  • A Farmer's Hope. Derry Tanti Wijaya and Syahrial Dahler. An article in the book Gema Kebangkitan: Catatan Harapan Anak Bangsa (Echo of Awakening: Diary of Hopes from the Children of the Nation). A book published in celebration of the 100th-year Indonesian National Awakening day, 2008. pdf
  • The Role of Women in Local Economic Reform in Indonesia. Derry Tanti Wijaya. A research done for the Women Study Center, State University of Malang, Indonesia, 2003
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