Gerard de Melo's Publications
Publications Publications by Topic: All |
NLP |
Knowledge Graphs |
Computer Vision/Multimodality |
IR/Social Media |
Theory ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs BibTeX Zuohui Fu , Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong , Guang Wang, Gerard de Melo (2020) In: Proc. AAAI 2020 . AAAI Press.Acceptance rate: 20.6%
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization BibTeX Bingchen Liu, Yizhe Zhu, Zuohui Fu , Gerard de Melo , Ahmed Elgammal (2020) In: Proc. AAAI 2020 . AAAI Press.Acceptance rate: 20.6%
Long Short-Term Sample Distillation BibTeX Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang , Gerard de Melo , Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi (2020) In: Proc. AAAI 2020 . AAAI Press.Acceptance rate: 20.6%
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-based Recommendation BibTeX Xin Dong , Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo (2020) In: Proc. AAAI 2020 . AAAI Press.Acceptance rate: 20.6%
Illustrate Your Story: Enriching Text with Images BibTeX Sreyasi Nag Chowdhury , William Cheng, Gerard de Melo , Simon Razniewski, Gerhard Weikum (2020) In: Proc. WSDM 2020 (Demonstration Paper). ACM.
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation BibTeX Zhiqiang Liu, Zuohui Fu , Jie Cao, Gerard de Melo , Yik-Cheung Tam, Cheng Niu, Jie Zhou (2019) In: Proc. ACL 2019 . Association for Computational Linguistics.Acceptance rate: 22.7%
Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts BibTeX Website Rajarshi Bhowmik , Gerard de Melo (2019) In: Proc. The Web Conference 2019 . ACM.Acceptance rate: 18%
Paralinguistic Recommendations for Affective Word Clouds BibTeX Presentation Video Tugba Kulahcioglu , Gerard de Melo (2019) In: Proc. ACM IUI 2019 . ACM.Acceptance rate: 25%
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation BibTeX Code Yikun Xian, Zuohui Fu , S. Muthukrishnan , Gerard de Melo , Yongfeng Zhang (2019) In: Proc. SIGIR 2019 . ACM.Acceptance rate: 20%
Scalable Object-Oriented Sequential Generative Models BibTeX Jindong Jiang , Sepehr Janghorbani , Gerard de Melo , Sungjin Ahn (2019)ArXiv abs/1910.02384 , 2019.
EmoTag – Towards an Emotion-Based Analysis of Emojis BibTeX Abu Awal Md Shoeb, Shahab Raji, Gerard de Melo (2019) In: Proc. RANLP 2019 .
CITE: A Corpus Of Text-Image Discourse Relations BibTeX Website Malihe Alikhani , Sreyasi Nag Chowdhury , Gerard de Melo , Matthew Stone (2019) In: Proc. NAACL-HLT 2019 (Short Paper). Association for Computational Linguistics.Acceptance rate: 21.3%
A Robust Self-Learning Framework for Cross-Lingual Text Classification BibTeX Xin Dong , Gerard de Melo (2019) In: Proc. EMNLP-IJCNLP 2019 (Short Paper). ACL.Acceptance rate: 20.5%
Using Multi-Sense Vector Embeddings for Reverse Dictionaries BibTeX Website Michael Aloys Hedderich, Andrew Yates , Dietrich Klakow, Gerard de Melo (2019) In: Proc. IWCS 2019 . Association for Computational Linguistics.
Understanding Archetypes of Fake News by Fine-grained Classification BibTeX Liqiang Wang , Yafang Wang , Gerard de Melo , Gerhard Weikum (2019)Social Network Analysis and Mining (SNAM) 9:1 , 2019, p. 37. Springer.
Knowledge Fusion via Joint Tensor and Matrix Factorization BibTeX Zengguang Hao, Yafang Wang , Zining Liu, Gerard de Melo , Zenglin Xu (2019)Cognitive Computation , 2019. Springer Verlag.Impact factor: 4.287
Public Opinion Matters: Mining Social Media Text for Environmental Management BibTeX Xu Du, Matthew Kowalski, Aparna Varde , Gerard de Melo , Robert W. Taylor (2019)ACM SIGWEB Newsletter Fall 2019 , 2019. ACM.
Proceedings of the 2nd Conference on Language, Data and Knowledge (LDK 2019), May 20–23, Leipzig, Germany BibTeX Maria Eskevich, Gerard de Melo , Christian Fäth, John P. McCrae, Paul Buitelaar, Christian Chiarcos , Bettina Klimek , Milan Dojchinovski (Eds.) (2019) OpenAccess Series in Informatics (OASIcs), vol. 70. Dagstuhl Publishing.
Integrating Implicative Commitments BibTeX Order Valeria de Paiva , Gerard de Melo (2019) In: Tokens of Meaning: Papers in Honor of Lauri Karttunen . CSLI Publications.
Leveraging Blowing as a Directly Controlled Interface BibTeX Yeqing Chen, Yulong Bian, Chenglei Yang , Xiyu Bao, Yafang Wang , Gerard de Melo (2019) In: Proc. IEEE SmartWorld 2019 (Short Paper). IEEE.
Catch the Shadow: Person Tracking Under Occlusion with a Single RGB-D Camera BibTeX Wei Gai, Meng Qi, Lu Wang, Chenglei Yang , Mingcong Ma, Juan Liu, Yulong Bian, Gerard de Melo , Shijun Liu, Xiangxu Meng (2019) In: Proc. IEEE SmartWorld 2019 (Short Paper). IEEE.
Optimization Strategies for Real-Time Rendering of Virtual Scenes on Heterogeneous Mobile Devices BibTeX Wei Gai, Xiyu Bao, Meng Qi, Yafang Wang , Juan Liu, Gerard de Melo , Lu Wang, Lizhen Cui, Chenglei Yang , Xiangxu Meng (2019) In: Proc. IEEE SmartWorld 2019 (Visual Perception and Visual Computing Paper). IEEE.
Rotbav: A Toolkit for Constructing Mixed Reality Apps with Real-Time Roaming in Large Indoor Physical Spaces BibTeX Huan Xing, Xiyu Bao, Fan Zhang, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo , Chenglei Yang , Xiangxu Meng (2019) In: Proc. IEEE VR 2019 (Poster Paper). IEEE.
A Helping Hand: Transfer Learning for Deep Sentiment Analysis BibTeX Website Xin Dong , Gerard de Melo (2018) In: Proc. ACL 2018 .Acceptance rate: 24.9%
Generating Fine-Grained Open Vocabulary Entity Type Descriptions BibTeX Website Rajarshi Bhowmik , Gerard de Melo (2018) In: Proc. ACL 2018 .Acceptance rate: 24.9%
Video Captioning with Multi-Faceted Attention BibTeX Xiang Long , Chuang Gan , Gerard de Melo (2018)Transactions of the Association for Computational Linguistics (TACL) 6 , 2018, p. 173–184.Acceptance rate: 19%
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification BibTeX Xiang Long , Chuang Gan , Gerard de Melo , Jiajun Wu , Xiao Liu, Shilei Wen (2018) In: Proc. CVPR 2018 .🏆 Backbone of winning solution in ActivityNet 2017 Kinetics Challenge Acceptance rate: 29.6%
Cross-Lingual Propagation for Deep Sentiment Analysis BibTeX Website Xin Dong , Gerard de Melo (2018) In: Proc. AAAI 2018 . AAAI Press.Acceptance rate: 25%
Link Prediction via Subgraph Embedding-Based Convex Matrix Completion BibTeX Slides Zhu Cao , Linlin Wang , Gerard de Melo (2018) In: Proc. AAAI 2018 . AAAI Press.Acceptance rate: 25%
Multimodal Keyless Attention Fusion for Video Classification BibTeX Xiang Long , Chuang Gan , Gerard de Melo , Xiao Liu, Yandong Li, Fu Li, Shilei Wen (2018) In: Proc. AAAI 2018 . AAAI Press.🏆 Backbone of 3rd place ($20,000 prize) solution in the Google Cloud & YouTube-8M Video Understanding Challenge Acceptance rate: 25%
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval BibTeX Website Kai Hui , Andrew Yates , Klaus Berberich , Gerard de Melo (2018) In: Proc. WSDM 2018 . ACM.Acceptance rate: 16%
Addressing Structural and Linguistic Heterogeneity in the Web BibTeX Website Jacobo Rouces , Gerard de Melo , Katja Hose (2018)AI Communications 31:1 , 2018, p. 3–18. IOS Press.
Predicting Semantic Signatures of Fonts BibTeX Website Tugba Kulahcioglu , Gerard de Melo (2018) In: Proc. 12th IEEE International Conference on Semantic Computing .🏆 Best Paper Nominee
Metaphor Suggestions based on a Semantic Metaphor Repository BibTeX Gerard de Melo (2018) In: Proc. 11th Language Resources and Evaluation Conference (LREC 2018) . European Language Resources Association (ELRA).
FontLex: A Typographical Lexicon based on Affective Associations BibTeX Website Tugba Kulahcioglu , Gerard de Melo (2018) In: Proc. 11th Language Resources and Evaluation Conference (LREC 2018) . European Language Resources Association (ELRA).
Exploring Semantic Properties of Sentence Embeddings (Short Paper) BibTeX Xunjie Zhu, Tingfeng Li , Gerard de Melo (2018) In: Proc. ACL 2018 .Acceptance rate: 24.9%
Public Opinion Spamming: A Model for Content and Users on Sina Weibo (Short Paper) BibTeX Ziyu Guo, Liqiang Wang , Yafang Wang , Guohua Zeng, Shijun Liu, Gerard de Melo (2018) In: Proc. WebSci 2018 . ACM.
Context-Based Few-Shot Word Representation Learning (Short Paper) BibTeX Chenxing Li, Gerui Wang, Gerard de Melo (2018) In: Proc. 12th IEEE International Conference on Semantic Computing .
Smart Governance Through Opinion Mining of Public Reactions on Ordinances BibTeX Manish Puri, Xu Du, Aparna Varde , Gerard de Melo (2018) In: Proc. IEEE ICTAI 2018 . IEEE.
Social Media vs. News Media: Analyzing Real-world Events from Different Perspectives (Short Paper) BibTeX Liqiang Wang , Ziyu Guo, Yafang Wang , Zeyuan Cui, Shijun Liu, Gerard de Melo (2018) In: Proc. DEXA 2018 . Springer Verlag LNCS.
Five Shades of Untruth: Finer-Grained Classification of Fake News (Poster Paper) BibTeX Liqiang Wang , Yafang Wang , Gerard de Melo , Gerhard Weikum (2018) In: Proc. ASONAM 2018 .
Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining BibTeX Manish Puri, Xu Du, Aparna Varde , Gerard de Melo (2018) In: Proc. WWW 2018 Workshop on Social Sensing and Enterprise Intelligence (SSEI 2018) . ACM.
OpenWordNet-PT: Taking Stock BibTeX Website Valeria de Paiva , Alexandre Rademaker , Livy Real , Fabricio Chalub, Gerard de Melo (2018) In: Proc. NLCS 2018 .
Visualizing Multi-Document Semantics via Open Domain Information Extraction BibTeX Website Yongpan Sheng, Zenglin Xu , Yafang Wang , Xiangyu Zhang, Jia Jia, Zhonghui You, Gerard de Melo (2018) In: Proc. ECML-PKDD 2018 (Demonstration Paper). Springer LNCS.
Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) BibTeX Michael Cochez, Thierry Declerck , Gerard de Melo , Luis Espinosa Anke, Besnik Fetahu , Dagmar Gromann , Mayank Kejriwal , Maria Koutraki , Freddy Lecue, Enrico Palumbo, Harald Sack (Eds.) (2018) CEUR Workshop Proceedings, vol. 2106. CEUR-WS.
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? BibTeX Slides 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 Code Kai Hui , Andrew Yates , Klaus Berberich , Gerard de Melo (2017) In: Proc. EMNLP 2017 . ACL.🏆 Backbone of winning TREC 2017 Complex Answer Retrieval Competition submission Acceptance rate: 26%
HiText: Text Reading with Dynamic Salience Marking BibTeX Qian Yang , Yong Cheng , Sen Wang, Gerard de Melo (2017) In: Proc. WWW 2017 (Digital Learning Track). ACM.
Inducing Conceptual Embedding Spaces from Wikipedia BibTeX Gerard de Melo (2017) In: Proc. WWW 2017 (Cognitive Computing Track). ACM.
Multimodal Question Answering over Structured Data with Ambiguous Entities 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 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 8:6 , 2017, p. 817–850. IOS Press.Impact factor: 2.889 (2017)
Commonsense Knowledge in Machine Intelligence BibTeX Niket Tandon , Aparna Varde , Gerard de Melo (2017)SIGMOD Record December , 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 Code 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 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.
Multilingual Vector Representations of Words, Sentences, and Documents (Tutorial Abstract) BibTeX Gerard de Melo (2017) In: Proc. IJCNLP 2017 .
Knowledge Graphs: Venturing Out into the Wild BibTeX Gerard de Melo (2017) In: ISWC 2016: Knowledge Graphs and Language Technology . Springer International Publishing.
Relation Classification via Multi-Level Attention CNNs 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 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 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 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 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 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 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 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 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 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 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 BibTeX Gerard de Melo , Niket Tandon (2016)ACM SIGWEB Newsletter Spring 2016 , 2016. ACM.
Data Integration Beyond Alignments Between Two Sources BibTeX Gerard de Melo (2016)Tiny Transactions on Computer Science (TinyToCS) 4 , 2016.
ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge 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 BibTeX Tong Ge, Yafang Wang , Gerard de Melo , Haofeng Li (2016) In: Proc. ACL 2016 (Demonstration Paper). ACL.
Klint: Assisting Integration of Heterogeneous Knowledge 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 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 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 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 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 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 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 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 BibTeX Gerard de Melo , Mouna Kacimi , Aparna Varde (2015)SIGMOD Record 44:4 , 2015.
Neural Word Representations from Large-Scale Commonsense Knowledge BibTeX Jiaqiang Chen , Niket Tandon , Gerard de Melo (2015) In: Proc. WI 2015 (Short Paper).
Lights, Camera, Action: Knowledge Extraction from Movie Scripts 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 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 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 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 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 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 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 (Special Issue) BibTeX Lars Borin , Gerard de Melo , Karin Friberg Heppin , Tiago Timponi Torrent (Eds.) (2014)Constructions and Frames 6:1 , 2014. John Benjamins Publishing.
Proceedings of the 7th Workshop for Ph.D. Students (PIKM '14), co-located with CIKM 2014 BibTeX Website Gerard de Melo , Mouna Kacimi , Aparna Varde (Eds.) (2014) ACM.
PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management (Workshop Summary) BibTeX Website Gerard de Melo , Mouna Kacimi , Aparna Varde (2014) In: Proc. CIKM 2014 . ACM.
Etymological Wordnet: Tracing The History of Words BibTeX Website Gerard de Melo (2014) In: Proc. LREC 2014 . ELRA.
NomLex-PT: A Lexicon of Portuguese Nominalizations 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 BibTeX Lars Borin , Jens Allwood , Gerard de Melo (2014) In: Proc. LREC 2014 . ELRA.
Sense-Specific Implicative Commitments 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. BibTeX Website Miriam R.L. Petruck , Gerard de Melo (Eds.) (2014) Association for Computational Linguistics.
Embedding NomLex-BR Nominalizations into OpenWN-PT 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 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 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 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 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 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 BibTeX Order Gerard de Melo (2012)universaar – Saarland University Press . 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 46:2 , 2012, p. 287–311. Springer Verlag.
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 , 2012. Oldenbourg.
LINDA: Distributed Web-of-Data-Scale Entity Matching 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 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 (2012) In: COLING 2012 Tutorial Notes .
UWN: A Large Multilingual Lexical Knowledge Base BibTeX Website Poster Gerard de Melo , Gerhard Weikum (2012) In: Proc. ACL 2012 (Demonstration Paper). Association for Computational Linguistics.
Empirical Comparisons of MASC Word Sense Annotations BibTeX Website Blog Gerard de Melo , Collin F. Baker , Nancy Ide , Rebecca J. Passonneau , Christiane Fellbaum (2012) In: Proc. LREC 2012 . ELRA.
Precedes: A Semantic Relation in FrameNet 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 BibTeX Niket Tandon , Dheeraj Rajagopal , Gerard de Melo (2012) In: Proc. COLING 2012 (Demonstration Paper).
Deriving a Web-Scale Common Sense Fact Database 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 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)Ausgezeichnete Informatikdissertationen 2010 D-11 , 2011, p. 221–230. Gesellschaft für Informatik Lecture Notes in Informatics (LNI).
An Application: Extending SUMO with Wikipedia BibTeX Website Gerard de Melo , Fabian Suchanek , Adam Pease (2011) In: Ontology: A Practical Guide . Articulate Software Press.
Graph-based Methods for Large-Scale Multilingual Knowledge Integration BibTeX Gerard de Melo (2010) Doctoral Dissertation. Saarland University, Saarbrücken, Germany. 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 Prize 2012
MENTA: Inducing Multilingual Taxonomies from Wikipedia BibTeX Website 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%
Untangling the Cross-Lingual Link Structure of Wikipedia BibTeX Gerard de Melo , Gerhard Weikum (2010) In: Proc. ACL 2010 . Association for Computational Linguistics (ACL).Acceptance rate: 25%
Providing Multilingual, Multimodal Answers to Lexical Database Queries BibTeX Gerard de Melo , Gerhard Weikum (2010) In: Proc. LREC 2010 . ELRA.
Towards Universal Multilingual Knowledge Bases BibTeX Gerard de Melo , Gerhard Weikum (2010) In: Principles, Construction, and Applications of Multilingual Wordnets. Proc. 5th Global WordNet Conference (GWC 2010) . Narosa Publishing.
Progress Towards Effective Automated Reasoning with World Knowledge BibTeX Website Geoff Sutcliffe , Martin Suda , Alexandra Teyssandier , Nelson Dellis , Gerard de Melo (2010) In: Proc. 23rd International FLAIRS Conference . AAAI Press.
Information Extraction from Web-Scale N-Gram Data BibTeX Slides Niket Tandon , Gerard de Melo (2010) In: Proc. Web N-gram Workshop at SIGIR 2010 . ACM.
Towards a Universal Wordnet by Learning from Combined Evidence 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 BibTeX Slides Gerard de Melo , Gerhard Weikum (2009) In: Proc. Workshop on Definition Extraction at RANLP 2009 . INCOMA.
External Sources of Axioms in Automated Theorem Proving 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 Lecture Notes in Artificial Intelligence (LNAI).Acceptance rate: 31.8%
Integrating YAGO into the Suggested Upper Merged Ontology BibTeX Website Slides Technical Report Gerard de Melo , Fabian Suchanek , Adam Pease (2008) In: Proc. 20th IEEE ICTAI 2008 (Short Paper). IEEE Computer Society.
Language as a Foundation of the Semantic Web BibTeX Gerard de Melo , Gerhard Weikum (2008) In: Proc. 7th International Semantic Web Conference (ISWC 2008) (Poster Paper). CEUR WS.
Mapping Roget's Thesaurus and WordNet to French BibTeX Website Gerard de Melo , Gerhard Weikum (2008) In: Proc. LREC 2008 . European Language Resources Association (ELRA).
A Machine Learning Approach to Building Aligned Wordnets BibTeX Gerard de Melo , Gerhard Weikum (2008) In: Proc. International Conference on Global Interoperability for Language Resources (ICGL 2008) .🏆 Best Paper Award
On the Utility of Automatically Generated Wordnets BibTeX Gerard de Melo , Gerhard Weikum (2007) In: Proc. Fourth Global WordNet Conference (GWC 2008) . University of Szeged.
Multilingual Text Classification Using Ontologies BibTeX Slides Gerard de Melo , Stefan Siersdorfer (2007) In: Proc. ECIR 2007 . Springer Lecture Notes in Computer Science.Acceptance rate: 27.7%
Adaptive Multilingual Text Classification using Ontologies BibTeX Gerard de Melo (2006) Diplomarbeit (Master's Thesis). Johann Wolfgang Goethe-Universität Frankfurt am Main , Frankfurt am Main, Germany.