Gerard de Melo's Publications

Publications

• Multiple-Weight Recurrent Neural Networks  BibTeX
  Zhu Cao, Linlin Wang, Gerard de Melo (2017)
  In: Proc. IJCAI 2017.
  Acceptance rate: 26%
  
  
• Should Algorithms for Random SAT and Max-SAT be Different?  PDF   BibTeX
  Sixue Liu, Gerard de Melo (2017)
  In: Proc. AAAI 2017. AAAI Press.
  Acceptance rate: 24.6%
  
  
• A Position-Aware Deep Model for Relevance Matching in Information Retrieval  BibTeX
  Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
  In: Proc. EMNLP 2017. ACL.
  
  
• Multimodal Question Answering over Structured Data with Ambiguous Entities  PDF   BibTeX
  Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, Baoquan Chen (2017)
  In: Proc. WWW 2017 (Cognitive Computing Track). ACM.
  
  
• Enabling Participatory Design of 3D Virtual Scenes on Mobile Devices  PDF   BibTeX
  Xiaowen Sun, Yafang Wang, Gerard de Melo, Wei Gai, Yuliang Shi, Lu Zhao, Yulong Bian, Juan Liu, Chenglei Yang, Xiangxu Meng (2017)
  In: Proc. WWW 2017 (Games, Simulations and Interactive Environments Track). ACM.
  
  
• FrameBase: Enabling Integration of Heterogeneous Knowledge  BibTeX   Website
  Jacobo Rouces, Gerard de Melo, Katja Hose (2017)
  Semantic Web, 2017. IOS Press.
  Impact factor: 2.889 (2017)
  
  
• Link Prediction by Exploiting Network Formation Games in Exchangeable Graphs  BibTeX
  Liqiang Wang, Yafang Wang, Bin Liu, Lirong He, Shijun Liu, Gerard de Melo, Zenglin Xu (2017)
  In: Proc. IJCNN 2017.
  
  
• RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model  BibTeX
  Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
  In: Proc. Neu-IR 2017 SIGIR Workshop on Neural Information Retrieval. ACM.
  
  
• Position-Aware Representations for Relevance Matching in Neural Information Retrieval  PDF   BibTeX
  Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
  In: Proc. WWW 2017 (Poster Paper). ACM.
  
  
• WebChild 2.0: Fine-Grained Commonsense Knowledge Distillation  BibTeX
  Niket Tandon, Gerard de Melo, Gerhard Weikum (2017)
  In: Proc. ACL 2017 (Demonstration Paper). ACL.
  
  
• Relation Classification via Multi-Level Attention CNNs  PDF   BibTeX
  Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu (2016)
  In: Proc. ACL 2016.
  Acceptance rate: 25.4%
  
  
• Detecting Cross-Cultural Differences Using a Multilingual Topic Model  PDF   BibTeX
  Elkin Darío Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi (2016)
  Transactions of the Association for Computational Linguistics (TACL) 4, 2016, p. 47-60. ACL.
  Acceptance rate: ~20%
  
  
• Morphological Segmentation with Window LSTM Neural Networks  PDF   BibTeX
  Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo (2016)
  In: Proc. AAAI 2016. AAAI Press.
  Acceptance rate: 26%
  
  
• PEAK: Pyramid Evaluation via Automated Knowledge Extraction  PDF   BibTeX   Website   Slides
  Qian Yang, Rebecca J. Passonneau, Gerard de Melo (2016)
  In: Proc. AAAI 2016. AAAI Press.
  Acceptance rate: 26%
  
  
• Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition  PDF   BibTeX
  Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann (2016)
  In: Proc. AAAI 2016. AAAI Press.
  Acceptance rate: 26%
  
  
• WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge  PDF   BibTeX   Website
  Jiaqiang Chen, Niket Tandon, Charles Darwis Hariman, Gerard de Melo (2016)
  In: Proc. ISWC 2016.
  Acceptance rate: 18% (Research Track)
  
  
• Heuristics for Connecting Heterogeneous Knowledge via FrameBase  PDF   BibTeX   Website   Presentation Video
  Jacobo Rouces, Gerard de Melo, Katja Hose (2016)
  In: Proc. ESWC 2016. Springer Lecture Notes in Computer Science.
  Acceptance rate: 23%
  
  
• ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting  PDF   BibTeX   Website
  Huayong Xu, Yafang Wang, Kang Feng, Gerard de Melo, Wei Wu, Andrei Sharf, Baoquan Chen (2016)
  In: Proc. ECAI 2016. IOS Press Frontiers in Artificial Intelligence and Applications.
  Acceptance rate: 27%
  
  
• Summary Generation for Temporal Extractions  PDF   BibTeX
  Yafang Wang, Zhaochun Ren, Martin Theobald, Maximilian Dylla, Gerard de Melo (2016)
  In: Proc. 27th International Conference on Database and Expert Systems Applications (DEXA 2016).
  Acceptance rate: 28%
  
  
• Medical Concept Embeddings via Labeled Background Corpora  PDF   BibTeX   Supplementary Data   Code
  Eneldo Loza Mencía, Gerard de Melo, Jinseok Nam (2016)
  In: Proc. 10th Language Resources and Evaluation Conference (LREC 2016).
  
  
• The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud  PDF   BibTeX
  John Philip McCrae, Christian Chiarcos, Francis Bond, Philipp Cimiano, Thierry Declerck, Gerard de Melo, Jorge Gracia, Sebastian Hellmann, Bettina Klimek, Steven Moran, Petya Osenova, Antonio Pareja-Lora, Jonathan Pool (2016)
  In: Proc. 10th Language Resources and Evaluation Conference (LREC 2016).
  
  
• Seeing is Believing: The Quest for Multimodal Knowledge  PDF   BibTeX
  Gerard de Melo, Niket Tandon (2016)
  ACM SIGWEB Newsletter Spring 2016, 2016. ACM.
  
  
• Data Integration Beyond Alignments Between Two Sources  PDF   BibTeX
  Gerard de Melo (2016)
  Tiny Transactions on Computer Science (TinyToCS) 4, 2016.
  
  
• ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge  PDF   BibTeX   Website
  Tong Ge, Yafang Wang, Gerard de Melo, Zengguang Hao, Andrei Sharf, Baoquan Chen (2016)
  In: Proc. EDBT 2016 (Demonstration Paper).
  
  
• Visualizing and Curating Knowledge Graphs over Time and Space  PDF   BibTeX
  Tong Ge, Yafang Wang, Gerard de Melo, Haofeng Li (2016)
  In: Proc. ACL 2016 (Demonstration Paper). ACL.
  
  
• Klint: Assisting Integration of Heterogeneous Knowledge  PDF   BibTeX   Website
  Jacobo Rouces, Gerard de Melo, Katja Hose (2016)
  In: Proc. IJCAI 2016 (Demonstration Paper).
  
  
• Complex Schema Mapping and Linking Data: Beyond Binary Predicates  PDF   BibTeX   Website   Slides
  Jacobo Rouces, Gerard de Melo, Katja Hose (2016)
  In: Proc. WWW 2016 Workshop on Linked Data on the Web (LDOW 2016).
  
  
• Knowlywood: Mining Activity Knowledge from Hollywood Narratives  PDF   BibTeX   Website
  Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum (2015)
  In: Proc. CIKM 2015.
  Acceptance rate: 18% (KR Track)
  
  
• Perceptually Grounded Selectional Preferences  PDF   BibTeX   Poster
  Ekaterina Shutova, Niket Tandon, Gerard de Melo (2015)
  In: Proc. ACL 2015.
  Acceptance rate: 25%
  
  
• Sentiment-Aspect Extraction based on Restricted Boltzmann Machines  PDF   BibTeX
  Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo (2015)
  In: Proc. ACL 2015.
  Acceptance rate: 25%
  
  
• DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization  PDF   BibTeX
  Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo (2015)
  In: Proc. AAAI 2015. AAAI.
  Acceptance rate: 26.67%
  
  
• FrameBase: Representing N-ary Relations using Semantic Frames  PDF   BibTeX   Website   Slides   Presentation Video
  Jacobo Rouces, Gerard de Melo, Katja Hose (2015)
  In: Proc. ESWC 2015. Springer Lecture Notes in Computer Science.
  Best Student Paper Nominee (top 3)
  Acceptance rate: 23%
  
  
• Lexvo.org: Language-Related Information for the Linguistic Linked Data Cloud  PDF   BibTeX   Website
  Gerard de Melo (2015)
  Semantic Web 6:4, 2015, p. 393-400. IOS Press.
  Impact factor: 1.786 (2016)
  
  
• Wiktionary-Based Word Embeddings  BibTeX
  Gerard de Melo (2015)
  In: Proc. MT Summit XV. AMTA.
  
  
• Dissertation Research Problems in Data Management and Related Areas  PDF   BibTeX
  Gerard de Melo, Mouna Kacimi, Aparna Varde (2015)
  SIGMOD Record 44:4, 2015.
  
  
• Neural Word Representations from Large-Scale Commonsense Knowledge  PDF   BibTeX
  Jiaqiang Chen, Niket Tandon, Gerard de Melo (2015)
  In: Proc. WI 2015 (Short Paper).
  
  
• Lights, Camera, Action: Knowledge Extraction from Movie Scripts  PDF   BibTeX
  Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum (2015)
  In: Proc. WWW 2015 (Poster Paper).
  Acceptance rate: 30%
  
  
• Semantic Information Extraction for Improved Word Embeddings  PDF   BibTeX
  Jiaqiang Chen, Gerard de Melo (2015)
  In: Proc. NAACL Workshop on Vector Space Modeling for NLP.
  Best Paper Award
  
  
• Representing Specialized Events with FrameBase  PDF   BibTeX   Website
  Jacobo Rouces, Gerard de Melo, Katja Hose (2015)
  In: Proc. 4th International Workshop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2015) at ESWC 2015.
  
  
• Structured Learning for Taxonomy Induction with Belief Propagation  PDF   BibTeX
  Mohit Bansal, David Burkett, Gerard de Melo, Dan Klein (2014)
  In: Proc. ACL 2014. Association for Computational Linguistics.
  Best Paper Honorable Mention
  Acceptance rate: 26.2%
  
  
• Acquiring Comparative Commonsense Knowledge from the Web  PDF   BibTeX   Website
  Niket Tandon, Gerard de Melo, Gerhard Weikum (2014)
  In: Proc. AAAI 2014. AAAI.
  Acceptance rate: 28%
  
  
• WebChild: Harvesting and Organizing Commonsense Knowledge from the Web  PDF   BibTeX   Website
  Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum (2014)
  In: Proc. ACM WSDM 2014. ACM.
  Acceptance rate: 18%
  
  
• Taxonomic Data Integration from Multilingual Wikipedia Editions  Manuscript PDF   BibTeX
  Gerard de Melo, Gerhard Weikum (2014)
  Knowledge and Information Systems 39:1, 2014, p. 1-39. Springer Verlag.
  Impact factor: 1.782 (2014)
  
  
• Frames, Constructions, and Computation  
  Lars Borin, Gerard de Melo, Karin Friberg Heppin, Tiago Timponi Torrent (Eds.) (2014)
  Constructions and Frames Special Issue. John Benjamins Publishing.
  
  
• Proceedings of the 7th Workshop for Ph.D. Students at CIKM 2014 (PIKM 2014)  Website   Online
  Gerard de Melo, Mouna Kacimi, Aparna Varde (Eds.) (2014)
  ACM, 2014.
  
  
• PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management (Workshop Summary)  PDF   BibTeX   Website
  Gerard de Melo, Mouna Kacimi, Aparna Varde (2014)
  In: Proc. CIKM 2014. ACM.
  
  
• Etymological Wordnet: Tracing the History of Words  PDF    BibTeX
  Gerard de Melo (2014)
  In: Proc. LREC 2014. ELRA.
  
  
• NomLex-PT: A Lexicon of Portuguese Nominalizations  PDF   BibTeX   Website
  Valeria de Paiva, Livy Real, Alexandre Rademaker, Gerard de Melo (2014)
  In: Proc. LREC 2014. ELRA.
  
  
• Bring vs. MTRoget: Evaluating Automatic Thesaurus Translation  PDF    BibTeX
  Lars Borin, Jens Allwood, Gerard de Melo (2014)
  In: Proc. LREC 2014. ELRA.
  
  
• Sense-Specific Implicative Commitments  PDF   BibTeX
  Gerard de Melo, Valeria de Paiva (2014)
  In: Proc. 15th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2014). Springer LNCS.
  Acceptance rate: ~27%
  
  
• Frame Semantics in Natural Language Processing: A Workshop in Honor of Chuck Fillmore (1929–2014). Proceedings of the Workshop.  Website
  Miriam R.L. Petruck, Gerard de Melo (Eds.) (2014)
  Association for Computational Linguistics, 2014.
  
  
• Embedding NomLex-BR Nominalizations into OpenWN-PT  PDF   BibTeX   Website
  Livy Real, Alexandre Rademaker, Valeria de Paiva, Gerard de Melo (2014)
  In: Proc. 7th Global WordNet Conference (GWC 2014) (Short Paper).
  
  
• OpenWordNet-PT: A Project Report  PDF   BibTeX   Website
  Alexandre Rademaker, Valeria de Paiva, Gerard de Melo, Livy Real, Maira Gatti (2014)
  In: Proc. 7th Global WordNet Conference (GWC 2014).
  
  
• Extending a Lexicon of Portuguese Nominalizations with Data from Corpora  PDF   BibTeX
  Cláudia Freitas, Valeria de Paiva, Alexandre Rademaker, Gerard de Melo, Livy Real, Anne Silva (2014)
  In: Computational Processing of the Portuguese Language. Proc. PROPOR 2014. Springer Lecture Notes in Computer Science.
  
  
• Exploratory Information Extraction from a Historical Dictionary  PDF   BibTeX
  Valeria de Paiva, Dário Oliveira, Suemi Higuchi, Alexandre Rademaker, Gerard de Melo (2014)
  In: Proc. Workshop on Digital Humanities and e-Science at the 10th IEEE International Conference on e-Science.
  
  
• Not Quite the Same: Identity Constraints for the Web of Linked Data  PDF   BibTeX   Website   Slides
  Gerard de Melo (2013)
  In: Proc. 27th AAAI Conference on Artificial Intelligence (AAAI 2013). AAAI Press.
  Acceptance rate: 29%
  
  
• Good, Great, Excellent: Global Inference of Semantic Intensities  PDF   BibTeX   Website   Slides
  Gerard de Melo, Mohit Bansal (2013)
  Transactions of the Association for Computational Linguistics 1:July 2013, 2013, p. 279-290. ACL. Oral presentation at ACL 2013.
  Acceptance rate: ~23.9%
  
  
• Searching the Web of Data (Tutorial Abstract)  BibTeX
  Gerard de Melo, Katja Hose (2013)
  In: Proc. ECIR 2013. Springer LNCS.
  
  
• Graph-based Methods for Large-Scale Multilingual Knowledge Integration  Order online   Order via Amazon   BibTeX
  Gerard de Melo (2012)
  universaar - Saarland University Press, Saarbrücken, Germany. 192 pages. ISBN 978-3-86223-028-0.
  
  
  
• Constructing and Utilizing Wordnets using Statistical Methods   BibTeX
  Gerard de Melo, Gerhard Weikum (2012)
  Language Resources and Evaluation Journal 46:2, p. 287-311, Springer Verlag, Dordrecht, Netherlands.
  
  
• Source-Path-Goal: Investigating the Cross-Linguistic Potential of Frame-Semantic Text Analysis    BibTeX
  Oliver Čulo, Gerard de Melo (2012)
  it - Information Technology 54(3), Oldenbourg.
  
  
• LINDA: Distributed Web-of-Data-Scale Entity Matching  PDF   BibTeX
  Christoph Böhm, Gerard de Melo, Felix Naumann, Gerhard Weikum (2012)
  In: Proc. ACM CIKM 2012 (Short Paper). ACM.
  Acceptance rate: 27.8%
  
  
• OpenWordNet-PT: An Open Brazilian WordNet for Reasoning  PDF   BibTeX   Website
  Valeria de Paiva, Alexandre Rademaker, Gerard de Melo (2012)
  In: Proc. COLING 2012 (Demonstration Paper).
  
  
• Exploiting Web Data Sources for Advanced NLP   BibTeX
  Gerard de Melo
  In: Proc. COLING 2012 Tutorial Notes.
  
  
• UWN: A Large Multilingual Lexical Knowledge Base  PDF    BibTeX   Poster
  Gerard de Melo, Gerhard Weikum (2012)
  In: Proc. ACL 2012 (Demonstration Paper).
  
  
• Empirical Comparisons of MASC Word Sense Annotations   PDF    BibTeX   Blog
  Gerard de Melo, Collin F. Baker, Nancy Ide, Rebecca Passonneau, Christiane Fellbaum (2012)
  In: Proc. LREC 2012. ELRA.
  
  
• Precedes: A Semantic Relation in FrameNet   PDF    BibTeX
  Miriam R.L. Petruck, Gerard de Melo (2012)
  In: Proc. LREC 2012 Workshop on Language Resources for Public Security Applications.
  
  
• Markov Chains for Robust Graph-based Commonsense Information Extraction  PDF   BibTeX
  Niket Tandon, Dheeraj Rajagopal, Gerard de Melo (2012)
  In: Proc. COLING 2012 (Demonstration Paper).
  
  
• Deriving a Web-Scale Common Sense Fact Database  PDF   BibTeX
  Niket Tandon, Gerard de Melo, Gerhard Weikum (2011)
  In: Proc. AAAI 2011. AAAI Press.
  Acceptance rate: 25%
  
  
• YAGO2: Exploring and Querying World Knowledge in Time, Space, Context, and Many Languages  PDF   BibTeX
  Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum (2011)
  In: Proc. 20th International World Wide Web Conference (WWW 2011) (Demonstration Paper). ACM.
  Best Demonstration Award
  
  
• Graphenbasierte Methoden zur multilingualen Wissensintegration   BibTeX
  Gerard de Melo (2011)
  In: Ausgezeichnete Informatikdissertationen 2010, Gesellschaft für Informatik LNI D-11.
  
  
• An Application: Extending SUMO with Wikipedia  BibTeX
  Gerard de Melo, Fabian Suchanek, Adam Pease (2011)
  In: Adam Pease. Ontology: A Practical Guide (Book Chapter). Articulate Software, USA. ISBN: 1-889455-10-5.
  
  
• Graph-based Methods for Large-Scale Multilingual Knowledge Integration  BibTeX
  Gerard de Melo (2010)
  Doctoral Dissertation, Saarland University, 2010.
  PhD Committee: Gert Smolka, Gerhard Weikum, Hans Uszkoreit, Hinrich Schütze
  Grade: summa cum laude
  Nominee for Best German/Swiss/Austrian Computer Science Dissertation 2010 (GI-Dissertationspreis 2010)
  Dr.-Eduard-Martin Preis 2012
  
  
• MENTA: Inducing Multilingual Taxonomies from Wikipedia  PDF   BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Proc. 19th ACM Conference on Information and Knowledge Management (CIKM 2010). ACM.
  Best Interdisciplinary Paper Award (out of 945 full paper submissions)
  Acceptance rate: 13.3%
  
  
• Information Extraction from Web-Scale N-Gram Data   PDF    BibTeX   Slides
  Niket Tandon, Gerard de Melo (2010)
  In: Proc. Web N-gram Workshop at SIGIR 2010.
  
  
• Untangling the Cross-Lingual Link Structure of Wikipedia   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Proc. 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010), Uppsala, Sweden.
  Acceptance rate: 25%
  
  
• Providing Multilingual, Multimodal Answers to Lexical Database Queries   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Proc. 7th Language Resources and Evaluation Conference (LREC 2010), ELRA, Paris, France.
  
  
• Towards Universal Multilingual Knowledge Bases   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Principles, Construction, and Applications of Multilingual Wordnets. Proc. 5th Global Wordnet Conference (GWC 2010), Narosa Publishing, New Delhi, India.
  
  
• Progress Towards Effective Automated Reasoning with World Knowledge  PDF   BibTeX   Website
  Geoff Sutcliffe, Martin Suda, Alexandra Teyssandier, Nelson Dellis, Gerard de Melo (2010)
  In: Proc. 23rd International FLAIRS Conference. AAAI Press.
  
  
• Towards a Universal Wordnet by Learning from Combined Evidence  PDF   BibTeX   Website   Slides
  Gerard de Melo, Gerhard Weikum (2009)
  In: Proc. 18th ACM Conference on Information and Knowledge Management (CIKM 2009). ACM.
  Acceptance rate: 14.5%
  
  
• Extracting Sense-Disambiguated Example Sentences From Parallel Corpora   PDF    BibTeX   Slides
  Gerard de Melo, Gerhard Weikum (2009)
  In: Proc. Workshop on Definition Extraction at RANLP 2009, Borovets, Bulgaria.
  
  
• External Sources of Axioms in Automated Theorem Proving   PDF   BibTeX
  Martin Suda, Geoff Sutcliffe, Patrick Wischnewski, Manuel Lamotte-Schubert, Gerard de Melo (2009)
  In: Proc. 32nd Annual Conference on Artificial Intelligence (KI 2009), Springer-Verlag (LNAI 5803), Berlin / Heidelberg, Germany.
  Acceptance rate: 31.8%
  
  
• Integrating YAGO into the Suggested Upper Merged Ontology  PDF   BibTeX   Technical Report   Slides
  Gerard de Melo, Fabian Suchanek, Adam Pease (2008)
  In: Proc. 20th IEEE ICTAI 2008 (Short Paper), IEEE Computer Society, Los Alamitos, CA, USA.
  
  
• Language as a Foundation of the Semantic Web  PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2008)
  In: Proc. Poster And Demonstration Session of the 7th International Semantic Web Conference (ISWC 2008) (Poster Paper), CEUR Vol. 401, Karlsruhe, Germany.
  
  
• Mapping Roget's Thesaurus and WordNet to French   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2008)
  In: Proc. 6th Language Resources and Evaluation Conference (LREC 2008), ELRA, Paris, France.
  
  
• A Machine Learning Approach to Building Aligned Wordnets   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2008)
  In: Proc. International Conference on Global Interoperability for Language Resources (ICGL 2008), Hong Kong, China.
  Best Paper Award
  
  
• On the Utility of Automatically Generated Wordnets   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2007)
  In: Proc. Fourth Global WordNet Conference (GWC 2008), Szeged, Hungary.
  
  
• Multilingual Text Classification using Ontologies   PDF    BibTeX   Slides
  Gerard de Melo, Stefan Siersdorfer (2007)
  In: Proc. 29th European Conference on Information Retrieval (ECIR 2007), Rome, Italy, Springer-Verlag (LNCS 4425), Berlin / Heidelberg, Germany.
  Acceptance rate: 27.7%
  
  
• Adaptive Multilingual Text Classification using Ontologies  PDF   BibTeX
  Gerard de Melo (2006)
  Diplomarbeit (Master's Thesis). Johann Wolfgang Goethe-Universität Frankfurt am Main, Germany.
  
  

Further Information

• Multiple-Weight Recurrent Neural Networks  BibTeX
  Zhu Cao, Linlin Wang, Gerard de Melo (2017)
  In: Proc. IJCAI 2017.
  Acceptance rate: 26%
  
  
• Should Algorithms for Random SAT and Max-SAT be Different?  PDF   BibTeX
  Sixue Liu, Gerard de Melo (2017)
  In: Proc. AAAI 2017. AAAI Press.
  Acceptance rate: 24.6%
  
  
• A Position-Aware Deep Model for Relevance Matching in Information Retrieval  BibTeX
  Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
  In: Proc. EMNLP 2017. ACL.
  
  
• Multimodal Question Answering over Structured Data with Ambiguous Entities  PDF   BibTeX
  Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, Baoquan Chen (2017)
  In: Proc. WWW 2017 (Cognitive Computing Track). ACM.
  
  
• Enabling Participatory Design of 3D Virtual Scenes on Mobile Devices  PDF   BibTeX
  Xiaowen Sun, Yafang Wang, Gerard de Melo, Wei Gai, Yuliang Shi, Lu Zhao, Yulong Bian, Juan Liu, Chenglei Yang, Xiangxu Meng (2017)
  In: Proc. WWW 2017 (Games, Simulations and Interactive Environments Track). ACM.
  
  
• FrameBase: Enabling Integration of Heterogeneous Knowledge  BibTeX   Website
  Jacobo Rouces, Gerard de Melo, Katja Hose (2017)
  Semantic Web, 2017. IOS Press.
  Impact factor: 2.889 (2017)
  
  
• Link Prediction by Exploiting Network Formation Games in Exchangeable Graphs  BibTeX
  Liqiang Wang, Yafang Wang, Bin Liu, Lirong He, Shijun Liu, Gerard de Melo, Zenglin Xu (2017)
  In: Proc. IJCNN 2017.
  
  
• RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model  BibTeX
  Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
  In: Proc. Neu-IR 2017 SIGIR Workshop on Neural Information Retrieval. ACM.
  
  
• Position-Aware Representations for Relevance Matching in Neural Information Retrieval  PDF   BibTeX
  Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
  In: Proc. WWW 2017 (Poster Paper). ACM.
  
  
• WebChild 2.0: Fine-Grained Commonsense Knowledge Distillation  BibTeX
  Niket Tandon, Gerard de Melo, Gerhard Weikum (2017)
  In: Proc. ACL 2017 (Demonstration Paper). ACL.
  
  
• Relation Classification via Multi-Level Attention CNNs  PDF   BibTeX
  Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu (2016)
  In: Proc. ACL 2016.
  Acceptance rate: 25.4%
  
  
• Detecting Cross-Cultural Differences Using a Multilingual Topic Model  PDF   BibTeX
  Elkin Darío Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi (2016)
  Transactions of the Association for Computational Linguistics (TACL) 4, 2016, p. 47-60. ACL.
  Acceptance rate: ~20%
  
  
• Morphological Segmentation with Window LSTM Neural Networks  PDF   BibTeX
  Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo (2016)
  In: Proc. AAAI 2016. AAAI Press.
  Acceptance rate: 26%
  
  
• PEAK: Pyramid Evaluation via Automated Knowledge Extraction  PDF   BibTeX   Website   Slides
  Qian Yang, Rebecca J. Passonneau, Gerard de Melo (2016)
  In: Proc. AAAI 2016. AAAI Press.
  Acceptance rate: 26%
  
  
• Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition  PDF   BibTeX
  Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann (2016)
  In: Proc. AAAI 2016. AAAI Press.
  Acceptance rate: 26%
  
  
• WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge  PDF   BibTeX   Website
  Jiaqiang Chen, Niket Tandon, Charles Darwis Hariman, Gerard de Melo (2016)
  In: Proc. ISWC 2016.
  Acceptance rate: 18% (Research Track)
  
  
• Heuristics for Connecting Heterogeneous Knowledge via FrameBase  PDF   BibTeX   Website   Presentation Video
  Jacobo Rouces, Gerard de Melo, Katja Hose (2016)
  In: Proc. ESWC 2016. Springer Lecture Notes in Computer Science.
  Acceptance rate: 23%
  
  
• ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting  PDF   BibTeX   Website
  Huayong Xu, Yafang Wang, Kang Feng, Gerard de Melo, Wei Wu, Andrei Sharf, Baoquan Chen (2016)
  In: Proc. ECAI 2016. IOS Press Frontiers in Artificial Intelligence and Applications.
  Acceptance rate: 27%
  
  
• Summary Generation for Temporal Extractions  PDF   BibTeX
  Yafang Wang, Zhaochun Ren, Martin Theobald, Maximilian Dylla, Gerard de Melo (2016)
  In: Proc. 27th International Conference on Database and Expert Systems Applications (DEXA 2016).
  Acceptance rate: 28%
  
  
• Medical Concept Embeddings via Labeled Background Corpora  PDF   BibTeX   Supplementary Data   Code
  Eneldo Loza Mencía, Gerard de Melo, Jinseok Nam (2016)
  In: Proc. 10th Language Resources and Evaluation Conference (LREC 2016).
  
  
• The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud  PDF   BibTeX
  John Philip McCrae, Christian Chiarcos, Francis Bond, Philipp Cimiano, Thierry Declerck, Gerard de Melo, Jorge Gracia, Sebastian Hellmann, Bettina Klimek, Steven Moran, Petya Osenova, Antonio Pareja-Lora, Jonathan Pool (2016)
  In: Proc. 10th Language Resources and Evaluation Conference (LREC 2016).
  
  
• Seeing is Believing: The Quest for Multimodal Knowledge  PDF   BibTeX
  Gerard de Melo, Niket Tandon (2016)
  ACM SIGWEB Newsletter Spring 2016, 2016. ACM.
  
  
• Data Integration Beyond Alignments Between Two Sources  PDF   BibTeX
  Gerard de Melo (2016)
  Tiny Transactions on Computer Science (TinyToCS) 4, 2016.
  
  
• ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge  PDF   BibTeX   Website
  Tong Ge, Yafang Wang, Gerard de Melo, Zengguang Hao, Andrei Sharf, Baoquan Chen (2016)
  In: Proc. EDBT 2016 (Demonstration Paper).
  
  
• Visualizing and Curating Knowledge Graphs over Time and Space  PDF   BibTeX
  Tong Ge, Yafang Wang, Gerard de Melo, Haofeng Li (2016)
  In: Proc. ACL 2016 (Demonstration Paper). ACL.
  
  
• Klint: Assisting Integration of Heterogeneous Knowledge  PDF   BibTeX   Website
  Jacobo Rouces, Gerard de Melo, Katja Hose (2016)
  In: Proc. IJCAI 2016 (Demonstration Paper).
  
  
• Complex Schema Mapping and Linking Data: Beyond Binary Predicates  PDF   BibTeX   Website   Slides
  Jacobo Rouces, Gerard de Melo, Katja Hose (2016)
  In: Proc. WWW 2016 Workshop on Linked Data on the Web (LDOW 2016).
  
  
• Knowlywood: Mining Activity Knowledge from Hollywood Narratives  PDF   BibTeX   Website
  Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum (2015)
  In: Proc. CIKM 2015.
  Acceptance rate: 18% (KR Track)
  
  
• Perceptually Grounded Selectional Preferences  PDF   BibTeX   Poster
  Ekaterina Shutova, Niket Tandon, Gerard de Melo (2015)
  In: Proc. ACL 2015.
  Acceptance rate: 25%
  
  
• Sentiment-Aspect Extraction based on Restricted Boltzmann Machines  PDF   BibTeX
  Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo (2015)
  In: Proc. ACL 2015.
  Acceptance rate: 25%
  
  
• DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization  PDF   BibTeX
  Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo (2015)
  In: Proc. AAAI 2015. AAAI.
  Acceptance rate: 26.67%
  
  
• FrameBase: Representing N-ary Relations using Semantic Frames  PDF   BibTeX   Website   Slides   Presentation Video
  Jacobo Rouces, Gerard de Melo, Katja Hose (2015)
  In: Proc. ESWC 2015. Springer Lecture Notes in Computer Science.
  Best Student Paper Nominee (top 3)
  Acceptance rate: 23%
  
  
• Lexvo.org: Language-Related Information for the Linguistic Linked Data Cloud  PDF   BibTeX   Website
  Gerard de Melo (2015)
  Semantic Web 6:4, 2015, p. 393-400. IOS Press.
  Impact factor: 1.786 (2016)
  
  
• Wiktionary-Based Word Embeddings  BibTeX
  Gerard de Melo (2015)
  In: Proc. MT Summit XV. AMTA.
  
  
• Dissertation Research Problems in Data Management and Related Areas  PDF   BibTeX
  Gerard de Melo, Mouna Kacimi, Aparna Varde (2015)
  SIGMOD Record 44:4, 2015.
  
  
• Neural Word Representations from Large-Scale Commonsense Knowledge  PDF   BibTeX
  Jiaqiang Chen, Niket Tandon, Gerard de Melo (2015)
  In: Proc. WI 2015 (Short Paper).
  
  
• Lights, Camera, Action: Knowledge Extraction from Movie Scripts  PDF   BibTeX
  Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum (2015)
  In: Proc. WWW 2015 (Poster Paper).
  Acceptance rate: 30%
  
  
• Semantic Information Extraction for Improved Word Embeddings  PDF   BibTeX
  Jiaqiang Chen, Gerard de Melo (2015)
  In: Proc. NAACL Workshop on Vector Space Modeling for NLP.
  Best Paper Award
  
  
• Representing Specialized Events with FrameBase  PDF   BibTeX   Website
  Jacobo Rouces, Gerard de Melo, Katja Hose (2015)
  In: Proc. 4th International Workshop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2015) at ESWC 2015.
  
  
• Structured Learning for Taxonomy Induction with Belief Propagation  PDF   BibTeX
  Mohit Bansal, David Burkett, Gerard de Melo, Dan Klein (2014)
  In: Proc. ACL 2014. Association for Computational Linguistics.
  Best Paper Honorable Mention
  Acceptance rate: 26.2%
  
  
• Acquiring Comparative Commonsense Knowledge from the Web  PDF   BibTeX   Website
  Niket Tandon, Gerard de Melo, Gerhard Weikum (2014)
  In: Proc. AAAI 2014. AAAI.
  Acceptance rate: 28%
  
  
• WebChild: Harvesting and Organizing Commonsense Knowledge from the Web  PDF   BibTeX   Website
  Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum (2014)
  In: Proc. ACM WSDM 2014. ACM.
  Acceptance rate: 18%
  
  
• Taxonomic Data Integration from Multilingual Wikipedia Editions  Manuscript PDF   BibTeX
  Gerard de Melo, Gerhard Weikum (2014)
  Knowledge and Information Systems 39:1, 2014, p. 1-39. Springer Verlag.
  Impact factor: 1.782 (2014)
  
  
• Frames, Constructions, and Computation  
  Lars Borin, Gerard de Melo, Karin Friberg Heppin, Tiago Timponi Torrent (Eds.) (2014)
  Constructions and Frames Special Issue. John Benjamins Publishing.
  
  
• Proceedings of the 7th Workshop for Ph.D. Students at CIKM 2014 (PIKM 2014)  Website   Online
  Gerard de Melo, Mouna Kacimi, Aparna Varde (Eds.) (2014)
  ACM, 2014.
  
  
• PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management (Workshop Summary)  PDF   BibTeX   Website
  Gerard de Melo, Mouna Kacimi, Aparna Varde (2014)
  In: Proc. CIKM 2014. ACM.
  
  
• Etymological Wordnet: Tracing the History of Words  PDF    BibTeX
  Gerard de Melo (2014)
  In: Proc. LREC 2014. ELRA.
  
  
• NomLex-PT: A Lexicon of Portuguese Nominalizations  PDF   BibTeX   Website
  Valeria de Paiva, Livy Real, Alexandre Rademaker, Gerard de Melo (2014)
  In: Proc. LREC 2014. ELRA.
  
  
• Bring vs. MTRoget: Evaluating Automatic Thesaurus Translation  PDF    BibTeX
  Lars Borin, Jens Allwood, Gerard de Melo (2014)
  In: Proc. LREC 2014. ELRA.
  
  
• Sense-Specific Implicative Commitments  PDF   BibTeX
  Gerard de Melo, Valeria de Paiva (2014)
  In: Proc. 15th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2014). Springer LNCS.
  Acceptance rate: ~27%
  
  
• Frame Semantics in Natural Language Processing: A Workshop in Honor of Chuck Fillmore (1929–2014). Proceedings of the Workshop.  Website
  Miriam R.L. Petruck, Gerard de Melo (Eds.) (2014)
  Association for Computational Linguistics, 2014.
  
  
• Embedding NomLex-BR Nominalizations into OpenWN-PT  PDF   BibTeX   Website
  Livy Real, Alexandre Rademaker, Valeria de Paiva, Gerard de Melo (2014)
  In: Proc. 7th Global WordNet Conference (GWC 2014) (Short Paper).
  
  
• OpenWordNet-PT: A Project Report  PDF   BibTeX   Website
  Alexandre Rademaker, Valeria de Paiva, Gerard de Melo, Livy Real, Maira Gatti (2014)
  In: Proc. 7th Global WordNet Conference (GWC 2014).
  
  
• Extending a Lexicon of Portuguese Nominalizations with Data from Corpora  PDF   BibTeX
  Cláudia Freitas, Valeria de Paiva, Alexandre Rademaker, Gerard de Melo, Livy Real, Anne Silva (2014)
  In: Computational Processing of the Portuguese Language. Proc. PROPOR 2014. Springer Lecture Notes in Computer Science.
  
  
• Exploratory Information Extraction from a Historical Dictionary  PDF   BibTeX
  Valeria de Paiva, Dário Oliveira, Suemi Higuchi, Alexandre Rademaker, Gerard de Melo (2014)
  In: Proc. Workshop on Digital Humanities and e-Science at the 10th IEEE International Conference on e-Science.
  
  
• Not Quite the Same: Identity Constraints for the Web of Linked Data  PDF   BibTeX   Website   Slides
  Gerard de Melo (2013)
  In: Proc. 27th AAAI Conference on Artificial Intelligence (AAAI 2013). AAAI Press.
  Acceptance rate: 29%
  
  
• Good, Great, Excellent: Global Inference of Semantic Intensities  PDF   BibTeX   Website   Slides
  Gerard de Melo, Mohit Bansal (2013)
  Transactions of the Association for Computational Linguistics 1:July 2013, 2013, p. 279-290. ACL. Oral presentation at ACL 2013.
  Acceptance rate: ~23.9%
  
  
• Searching the Web of Data (Tutorial Abstract)  BibTeX
  Gerard de Melo, Katja Hose (2013)
  In: Proc. ECIR 2013. Springer LNCS.
  
  
• Graph-based Methods for Large-Scale Multilingual Knowledge Integration  Order online   Order via Amazon   BibTeX
  Gerard de Melo (2012)
  universaar - Saarland University Press, Saarbrücken, Germany. 192 pages. ISBN 978-3-86223-028-0.
  
  
  
• Constructing and Utilizing Wordnets using Statistical Methods   BibTeX
  Gerard de Melo, Gerhard Weikum (2012)
  Language Resources and Evaluation Journal 46:2, p. 287-311, Springer Verlag, Dordrecht, Netherlands.
  
  
• Source-Path-Goal: Investigating the Cross-Linguistic Potential of Frame-Semantic Text Analysis    BibTeX
  Oliver Čulo, Gerard de Melo (2012)
  it - Information Technology 54(3), Oldenbourg.
  
  
• LINDA: Distributed Web-of-Data-Scale Entity Matching  PDF   BibTeX
  Christoph Böhm, Gerard de Melo, Felix Naumann, Gerhard Weikum (2012)
  In: Proc. ACM CIKM 2012 (Short Paper). ACM.
  Acceptance rate: 27.8%
  
  
• OpenWordNet-PT: An Open Brazilian WordNet for Reasoning  PDF   BibTeX   Website
  Valeria de Paiva, Alexandre Rademaker, Gerard de Melo (2012)
  In: Proc. COLING 2012 (Demonstration Paper).
  
  
• Exploiting Web Data Sources for Advanced NLP   BibTeX
  Gerard de Melo
  In: Proc. COLING 2012 Tutorial Notes.
  
  
• UWN: A Large Multilingual Lexical Knowledge Base  PDF    BibTeX   Poster
  Gerard de Melo, Gerhard Weikum (2012)
  In: Proc. ACL 2012 (Demonstration Paper).
  
  
• Empirical Comparisons of MASC Word Sense Annotations   PDF    BibTeX   Blog
  Gerard de Melo, Collin F. Baker, Nancy Ide, Rebecca Passonneau, Christiane Fellbaum (2012)
  In: Proc. LREC 2012. ELRA.
  
  
• Precedes: A Semantic Relation in FrameNet   PDF    BibTeX
  Miriam R.L. Petruck, Gerard de Melo (2012)
  In: Proc. LREC 2012 Workshop on Language Resources for Public Security Applications.
  
  
• Markov Chains for Robust Graph-based Commonsense Information Extraction  PDF   BibTeX
  Niket Tandon, Dheeraj Rajagopal, Gerard de Melo (2012)
  In: Proc. COLING 2012 (Demonstration Paper).
  
  
• Deriving a Web-Scale Common Sense Fact Database  PDF   BibTeX
  Niket Tandon, Gerard de Melo, Gerhard Weikum (2011)
  In: Proc. AAAI 2011. AAAI Press.
  Acceptance rate: 25%
  
  
• YAGO2: Exploring and Querying World Knowledge in Time, Space, Context, and Many Languages  PDF   BibTeX
  Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum (2011)
  In: Proc. 20th International World Wide Web Conference (WWW 2011) (Demonstration Paper). ACM.
  Best Demonstration Award
  
  
• Graphenbasierte Methoden zur multilingualen Wissensintegration   BibTeX
  Gerard de Melo (2011)
  In: Ausgezeichnete Informatikdissertationen 2010, Gesellschaft für Informatik LNI D-11.
  
  
• An Application: Extending SUMO with Wikipedia  BibTeX
  Gerard de Melo, Fabian Suchanek, Adam Pease (2011)
  In: Adam Pease. Ontology: A Practical Guide (Book Chapter). Articulate Software, USA. ISBN: 1-889455-10-5.
  
  
• Graph-based Methods for Large-Scale Multilingual Knowledge Integration  BibTeX
  Gerard de Melo (2010)
  Doctoral Dissertation, Saarland University, 2010.
  PhD Committee: Gert Smolka, Gerhard Weikum, Hans Uszkoreit, Hinrich Schütze
  Grade: summa cum laude
  Nominee for Best German/Swiss/Austrian Computer Science Dissertation 2010 (GI-Dissertationspreis 2010)
  Dr.-Eduard-Martin Preis 2012
  
  
• MENTA: Inducing Multilingual Taxonomies from Wikipedia  PDF   BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Proc. 19th ACM Conference on Information and Knowledge Management (CIKM 2010). ACM.
  Best Interdisciplinary Paper Award (out of 945 full paper submissions)
  Acceptance rate: 13.3%
  
  
• Information Extraction from Web-Scale N-Gram Data   PDF    BibTeX   Slides
  Niket Tandon, Gerard de Melo (2010)
  In: Proc. Web N-gram Workshop at SIGIR 2010.
  
  
• Untangling the Cross-Lingual Link Structure of Wikipedia   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Proc. 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010), Uppsala, Sweden.
  Acceptance rate: 25%
  
  
• Providing Multilingual, Multimodal Answers to Lexical Database Queries   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Proc. 7th Language Resources and Evaluation Conference (LREC 2010), ELRA, Paris, France.
  
  
• Towards Universal Multilingual Knowledge Bases   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Principles, Construction, and Applications of Multilingual Wordnets. Proc. 5th Global Wordnet Conference (GWC 2010), Narosa Publishing, New Delhi, India.
  
  
• Progress Towards Effective Automated Reasoning with World Knowledge  PDF   BibTeX   Website
  Geoff Sutcliffe, Martin Suda, Alexandra Teyssandier, Nelson Dellis, Gerard de Melo (2010)
  In: Proc. 23rd International FLAIRS Conference. AAAI Press.
  
  
• Towards a Universal Wordnet by Learning from Combined Evidence  PDF   BibTeX   Website   Slides
  Gerard de Melo, Gerhard Weikum (2009)
  In: Proc. 18th ACM Conference on Information and Knowledge Management (CIKM 2009). ACM.
  Acceptance rate: 14.5%
  
  
• Extracting Sense-Disambiguated Example Sentences From Parallel Corpora   PDF    BibTeX   Slides
  Gerard de Melo, Gerhard Weikum (2009)
  In: Proc. Workshop on Definition Extraction at RANLP 2009, Borovets, Bulgaria.
  
  
• External Sources of Axioms in Automated Theorem Proving   PDF   BibTeX
  Martin Suda, Geoff Sutcliffe, Patrick Wischnewski, Manuel Lamotte-Schubert, Gerard de Melo (2009)
  In: Proc. 32nd Annual Conference on Artificial Intelligence (KI 2009), Springer-Verlag (LNAI 5803), Berlin / Heidelberg, Germany.
  Acceptance rate: 31.8%
  
  
• Integrating YAGO into the Suggested Upper Merged Ontology  PDF   BibTeX   Technical Report   Slides
  Gerard de Melo, Fabian Suchanek, Adam Pease (2008)
  In: Proc. 20th IEEE ICTAI 2008 (Short Paper), IEEE Computer Society, Los Alamitos, CA, USA.
  
  
• Language as a Foundation of the Semantic Web  PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2008)
  In: Proc. Poster And Demonstration Session of the 7th International Semantic Web Conference (ISWC 2008) (Poster Paper), CEUR Vol. 401, Karlsruhe, Germany.
  
  
• Mapping Roget's Thesaurus and WordNet to French   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2008)
  In: Proc. 6th Language Resources and Evaluation Conference (LREC 2008), ELRA, Paris, France.
  
  
• A Machine Learning Approach to Building Aligned Wordnets   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2008)
  In: Proc. International Conference on Global Interoperability for Language Resources (ICGL 2008), Hong Kong, China.
  Best Paper Award
  
  
• On the Utility of Automatically Generated Wordnets   PDF    BibTeX
  Gerard de Melo, Gerhard Weikum (2007)
  In: Proc. Fourth Global WordNet Conference (GWC 2008), Szeged, Hungary.
  
  
• Multilingual Text Classification using Ontologies   PDF    BibTeX   Slides
  Gerard de Melo, Stefan Siersdorfer (2007)
  In: Proc. 29th European Conference on Information Retrieval (ECIR 2007), Rome, Italy, Springer-Verlag (LNCS 4425), Berlin / Heidelberg, Germany.
  Acceptance rate: 27.7%
  
  
• Adaptive Multilingual Text Classification using Ontologies  PDF   BibTeX
  Gerard de Melo (2006)
  Diplomarbeit (Master's Thesis). Johann Wolfgang Goethe-Universität Frankfurt am Main, Germany.
  
  

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