Gerard de Melo's Publications
Publications
Publications by Topic: All | NLP | Knowledge Graphs | Computer Vision/Multimodality | IR/Social Media | Theory | Source Code- Incorporating Pragmatic Reasoning Communication into Emergent Language BibTeX arXiv
Yipeng Kang, Tonghan Wang, Gerard de Melo (2020)
In: Proc. NeurIPS 2020 (Spotlight Paper).
Acceptance rate: 20% (4% for spotlight/oral) - ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs BibTeX arXiv
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 Website/Code arXiv
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 arXiv
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 arXiv
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% - SCALOR: Generative World Models with Scalable Object Representations BibTeX Website arXiv Slides Code
Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn (2020)
In: Proc. ICLR 2020. OpenReview.net.
Acceptance rate: 26.5% - What Sparks Joy: The AffectVec Emotion Database BibTeX Website Presentation Video
Shahab Raji, Gerard de Melo (2020)
In: Proc. The Web Conference 2020 (Short Paper). ACM.
Acceptance rate: <25% (Short Papers) - Fonts Like This but Happier: A New Way to Discover Fonts BibTeX
Tugba Kulahcioglu, Gerard de Melo (2020)
In: Proc. ACM Multimedia 2020. ACM.
Acceptance rate: 27.8% - A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs BibTeX Website/Code arXiv
Rajarshi Bhowmik, Gerard de Melo (2020)
In: Proc. ISWC 2020.
Acceptance rate: 22% - Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions BibTeX arXiv
Abu Awal Md Shoeb, Gerard de Melo (2020)
In: Proc. EMNLP 2020.
Acceptance rate: 24.6% - HID: Hierarchical Multiscale Representation Learning for Information Diffusion BibTeX Code
Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia (2020)
In: Proc. IJCAI 2020. International Joint Conferences on Artificial Intelligence Organization.
Acceptance rate: 12.6% - Fairness-Aware Explainable Recommendation over Knowledge Graphs BibTeX arXiv
Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo (2020)
In: Proc. SIGIR 2020. ACM.
Acceptance rate: 26% - CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation BibTeX
Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang (2020)
In: Proc. CIKM 2020. ACM.
Acceptance rate: 21% - Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification BibTeX arXiv
Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo (2020)
In: Proc. SIGIR 2020 (Short Paper). ACM.
Acceptance rate: 30% - Low-Resource Cross-Lingual Emotion Lexicon Induction using Representation Alignment BibTeX
Arun Ramachandran, Gerard de Melo (2020)
In: Proc. COLING 2020.Sentence Analogies: Linguistic Regularities in Sentence Embeddings BibTeX arXiv
Xunjie Zhu, Gerard de Melo (2020)
In: Proc. COLING 2020.Inducing Domain-Specific Sentiment Lexicons From Labeled Documents BibTeX
SM Mazharul Islam, Xin Dong, Gerard de Melo (2020)
In: Proc. COLING 2020.A Systematic Study of Data Augmentation for Multiclass Utterance Classification Tasks BibTeX
Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo (2020)
In: Proc. COLING 2020.A Novel BERT based Distillation Method for Ensemble Ranking BibTeX
Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo (2020)
In: Proc. COLING 2020 (Industry Track).Interactive Question Clarification in Dialogue via Reinforcement Learning BibTeX
Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo (2020)
In: Proc. COLING 2020 (Industry Track).Affect-Aware Word Clouds BibTeX
Tugba Kulahcioglu, Gerard de Melo (2020)
ACM Transactions on Interactive Intelligent Systems (TiiS), 2020. ACM.Purely Attention Based Local Feature Integration for Video Classification BibTeX
Xiang Long, Gerard de Melo, Dongliang He, Fu Li, Zhizhen Chi, Shilei Wen, Chuang Gan (2020)
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
Impact factor: 17.861 (2019)Semantics-Aware Typographical Choices via Affective Associations BibTeX
Tugba Kulahcioglu, Gerard de Melo (2020)
Language Resources and Evaluation, 2020. Springer Verlag.MuReX: Multi-Document Semantic Relation Extraction for News Analytics BibTeX Website
Yongpan Sheng, Zenglin Xu, Yafang Wang, Gerard de Melo (2020)
WWW Journal 23, 2020, p. 2043–2077. Springer Verlag.
Impact factor: 1.77Reinforcement Learning over Knowledge Graphs for Explainable Dialogue Intent Mining BibTeX
Kai Yang, Kong Xinyu, Yafang Wang, Jie Zhang, Gerard de Melo (2020)
IEEE Access 8, 2020, p. 85348–85358. IEEE.
Impact factor: 4.098 (2018 JCR)Knowledge Graphs BibTeX
Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann (2020)
ArXiv 2003.02320, 2020.Contrastive Visual-Linguistic Pretraining BibTeX Code
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su (2020)
ArXiv 2007.13135, 2020.TIME: Text and Image Mutual-Translation Adversarial Networks BibTeX
Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal (2020)
ArXiv 2005.13192, 2020.GitEvolve: Predicting the Evolution of GitHub Repositories BibTeX Code
Honglu Zhou, Hareesh Ravi, Carlos M. Muniz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia (2020)
ArXiv 2010.04366, 2020.Character Matters: Video Story Understanding with Character-Aware Relations BibTeX
Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo (2020)
ArXiv 2005.08646, 2020.COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce BibTeX
Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo (2020)
ArXiv 2008.09237, 2020.Cross-Domain Learning for Classifying Propaganda in Online Contents BibTeX Data/Code
Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum (2020)
In: Proc. Conference on Truth and Trust Online (TTO) 2020.Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries BibTeX Code
Atharva Prabhat Paranjpe, Rajarshi Bhowmik, Gerard de Melo (2020)
In: Proc. International Semantic Web Conference 2020 (ISWC 2020) (Poster Paper).Public Opinion Matters: Mining Social Media Text for Environmental Management BibTeX
Xu Du, Matthew Kowalski, Aparna Varde, Gerard de Melo, Robert W. Taylor (2020)
ACM SIGWEB Newsletter Autumn 2019, 2020. ACM.Employing Shadows for Multi-Person Tracking Based on a Single RGB-D Camera BibTeX
Wei Gai, Meng Qi, Mingcong Ma, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng (2020)
Sensors 20:4, 2020, p. 1056. MDPI.EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks BibTeX Presentation Video
Siyuan Qiu, Binxia Xu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo, Chong Long, Xiaolong Li (2020)
In: Proc. The Web Conference 2020 (Companion Volume) (Demonstration Paper). ACM WWW 2020.Illustrate Your Story: Enriching Text with Images BibTeX Presentation Video
Sreyasi Nag Chowdhury, William Cheng, Gerard de Melo, Simon Razniewski, Gerhard Weikum (2020)
In: Proc. WSDM 2020 (Demonstration Paper). ACM.MR Environments Constructed for a Large Indoor Physical Space BibTeX
Huan Xing, Chenglei Yang, Xiyu Bao, Sheng Li, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Fan Zhang, Xiangxu", editor="Magnenat-Thalmann, Nadia Meng, Constantine Stephanidis, Enhua Wu, Daniel Thalmann, Bin Sheng, Jinman Kim, George Papagiannakis, Marina Gavrilova (2020)
In: CGI 2020: Advances in Computer Graphics. Springer International Publishing.Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation BibTeX Data/Code
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/Code arXiv
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 arXiv Presentation Video Code
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang (2019)
In: Proc. SIGIR 2019. ACM.
Acceptance rate: 20%CITE: A Corpus Of Text-Image Discourse Relations BibTeX Website/Code arXiv
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 Code
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/Code arXiv
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: 4.287Proceedings 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/Code arXiv Slides Presentation Video
Rajarshi Bhowmik, Gerard de Melo (2018)
In: Proc. ACL 2018. Association for Computational Linguistics.
Acceptance rate: 24.9%Video Captioning with Multi-Faceted Attention BibTeX arXiv
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 arXiv Supplemental Material Data
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/Code arXiv
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 NomineeMetaphor 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 Slides Presentation Video
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.OpenWordNet-PT: Taking Stock BibTeX Website Code
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 Presentation Video
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 arXiv 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 arXiv Slides Presentation Video 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 46:4, 2017, p. 49–52.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.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 Website
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/Code 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). Springer International Publishing.
Acceptance rate: 28%The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud BibTeX Website
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, p. 4:1–4:9. ACM.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).Knowlywood: Mining Activity Knowledge from Hollywood Narratives BibTeX Website Slides
Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum (2015)
In: Proc. CIKM 2015. ACM.
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)Dissertation Research Problems in Data Management and Related Areas BibTeX
Gerard de Melo, Mouna Kacimi, Aparna Varde (2015)
SIGMOD Record 44:4, 2015, p. 53–56.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 Data
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 AwardStructured Learning for Taxonomy Induction with Belief Propagation BibTeX Website Slides
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 Slides
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 Slides
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 Website
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.PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management (Workshop Summary) BibTeX
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.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.Extending a Lexicon of Portuguese Nominalizations with Data from Corpora BibTeX Code
Cl\'audia 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.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/Code 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, p. 147-152. 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 Code
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.Precedes: A Semantic Relation in FrameNet BibTeX Website
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 Slides
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 AwardGraphenbasierte 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 2012MENTA: 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%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.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%External Sources of Axioms in Automated Theorem Proving BibTeX Website
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).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.
