
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.