Gerard de Melo's Publications

Publications: IR/Social Media

Publications by Topic: All | NLP | Knowledge Graphs | Computer Vision/Multimodality | IR/Social Media | Theory

• 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%
• 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%
• 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%
• 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.
• 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.
• 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%
• 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%
• 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%
• 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.
• 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.
• 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%
• 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.
• 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.
• 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%
• 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%
• 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.
• Searching the Web of Data (Tutorial Abstract)  BibTeX
  Gerard de Melo, Katja Hose (2013)
  In: Proc. ECIR 2013. Springer LNCS.
• Exploiting Web Data Sources for Advanced NLP  BibTeX
  Gerard de Melo (2012)
  In: COLING 2012 Tutorial Notes.
• Providing Multilingual, Multimodal Answers to Lexical Database Queries  BibTeX
  Gerard de Melo, Gerhard Weikum (2010)
  In: Proc. LREC 2010. ELRA.
• 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.

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