Keywords:
- Artificial Neural Networks
- aspect-based sentiment analysis
- attention mechanism
- attention-based models
- autoencoders
- Collaborative Filtering
- document labeling
- Hierarchical Attention Networks
- hierarchical neural networks
- language modeling
- Language Models
- Machine Translation
- multilingual hierarchical networks
- Multilingual Learning
- multilinguality
- multimedia recommendation
- Multiple-Instance Learning
- Natural language processing
- neural machine translation
- neural networks
- one-class collaborative filtering
- output representation learning
- Sentiment Analysis
- style transfer
- Text classification
- topic models
- Topic segmentation
- video hyperlinking.
- video search
- word sense disambiguation
- Zero-shot Learning
Publications of Nikolaos Pappas sorted by journal and type
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Proceedings of the ACM International Conference on Multimedia (2015)
| Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology, , , , , and , in: Proceedings of the ACM International Conference on Multimedia, pages 159--168, 2015 |
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Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) (2014)
| Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis, and , in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar, 2014 |
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ACM International Conference on Multimedia Retrieval (2014)
| Multimodal Reranking of Content-based Recommendations for Hyperlinking Video Snippets, , , and , in: ACM International Conference on Multimedia Retrieval, 2014 |
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Proceedings of the 11th International Workshop on Content Based Multimedia Indexing (2013)
| Combining Content with User Preferences for TED Lecture Recommendation, and , in: Proceedings of the 11th International Workshop on Content Based Multimedia Indexing, Veszprém, Hungary, IEEE, 2013 |
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Proceedings of the 14th International Conference on Intelligent Text Processing and Computational Linguistics (2013)
| Distinguishing the Popularity Between Topics: A System for Up-to-date Opinion Retrieval and Mining in the Web, , and , in: Proceedings of the 14th International Conference on Intelligent Text Processing and Computational Linguistics, LNCS, Samos, Greece, ACM, 2013 |
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MediaEval 2013 Workshop (2013)
| Idiap at MediaEval 2013: Search and Hyperlinking Task, , , and , in: MediaEval 2013 Workshop, Barcelona, Spain, CEUR-WS.org, 2013 |
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Proceedings of the 21st ACM International Conference on Multimedia (2013)
| Multi-factor Segmentation for Topic Visualization and Recommendation: the MUST-VIS System, , , , , , , and , in: Proceedings of the 21st ACM International Conference on Multimedia, Barcelona, Spain, pages 365-368, ACM, 2013 |
[DOI] [URL] |
Workshop on Speech, Language and Audio in Multimedia (2013)
| Processing and Linking Audio Events in Large Multimedia Archives: The EU inEvent Project, , , , , , , , and , in: Workshop on Speech, Language and Audio in Multimedia, 2013 |
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36th ACM SIGIR Conference on Research and Development in Information Retrieval (2013)
| Sentiment Analysis of User Comments for One-Class Collaborative Filtering over TED Talks, and , in: 36th ACM SIGIR Conference on Research and Development in Information Retrieval, Dublin, Ireland, ACM, 2013 |
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24th IEEE International Conference on Tools with Artificial Intelligence (2012)
| An Agent-Based Focused Crawling Framework for Topic- and Genre-Related Web Document Discovery, , and , in: 24th IEEE International Conference on Tools with Artificial Intelligence, Athens, Greece, IEEE, 2012 |
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12th International Conference on Knowledge Management and Knowledge Technologies (2012)
| Extracting Informative Textual Parts from Web Pages Containing User-Generated Content, , and , in: 12th International Conference on Knowledge Management and Knowledge Technologies, ACM ICPS, Graz, Austria, pages 4:1--4:8, ACM, 2012 |
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Publications of type Phdthesis
2016
| Learning Explainable User Sentiment and Preferences for Information Filtering, , École Polytechnique Fédérale de Lausanne, 2016 |
[DOI] |
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