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
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2020
| Plug and Play Autoencoders for Conditional Text Generation, , , , and , Idiap-RR-24-2020 |
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| Plug and Play Autoencoders for Conditional Text Generation, , , , and , in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Online, 2020 |
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| Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention, , , and , in: Proceedings of International Conference on Machine Learning, 2020 |
2019
| Deep Residual Output Layers for Neural Language Generation, and , in: Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 |
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| GILE: A Generalized Input-Label Embedding for Text Classification, and , in: Transactions of the Association for Computational Linguistics (TACL), 2019 |
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| STACKED NEURAL NETWORKS WITH PARAMETER SHARING FOR MULTILINGUAL LANGUAGE MODELING, , , , , and , Idiap-RR-12-2019 |
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2018
| Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation, , and , in: Proceedings of the Third Conference on Machine Translation (WMT), 2018 |
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| Document-Level Neural Machine Translation with Hierarchical Attention Networks, , , and , in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018 |
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| Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation, , , and , in: Transactions of the Association for Computational Linguistics (TACL), 2018 |
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| Self-Attentive Residual Decoder for Neural Machine Translation, , , and , in: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018 |
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2017
| Cross-lingual Transfer for News Article Labeling: Benchmarking Statistical and Neural Models, , and , Idiap-RR-26-2017 |
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| Evaluating Attention Networks for Anaphora Resolution, , , and , Idiap-RR-27-2017 |
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| Explicit Document Modeling through Weighted Multiple-Instance Learning, and , in: Journal of Artificial Intelligence Research (JAIR), 58:591--626, 2017 |
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| Multilingual Hierarchical Attention Networks for Document Classification, and , Idiap-RR-17-2017 |
[URL] |
| Multilingual Hierarchical Attention Networks for Document Classification, and , in: Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP), pages 1015-1025, 2017 |
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| Multilingual Visual Sentiment Concept Clustering and Analysis, , , , , , and , in: International Journal of Multimedia Information Retrieval, 2017 |
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| Sense-Aware Statistical Machine Translation using Adaptive Context-Dependent Clustering, , and , in: Proceedings of Second Conference on Machine Translation (WMT17), 2017 |
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| Topic and Sentiment in Phrase-Based Statistical Machine Translation, , and , Idiap-RR-10-2017 |
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2016
| Adaptive Sentiment-Aware One-Class Collaborative Filtering, and , in: Expert Systems with Applications, 43:23-41, 2016 |
[DOI] [URL] |
| Human versus Machine Attention in Document Classification: A Dataset with Crowdsourced Annotations, and , in: Proceedings of the EMNLP 2016 Workshop on Natural Language Processing for Social Media, Austin, USA, 2016 |
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| Learning Explainable User Sentiment and Preferences for Information Filtering, , École Polytechnique Fédérale de Lausanne, 2016 |
[DOI] |
| Multilingual Visual Sentiment Concept Matching, , , , , , and , in: Proceedings of the International Conference on Multimedia Retrieval (ICMR), 2016 |
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2015
| Combining Content with User Preferences for Non-Fiction Multimedia Recommendation: A Study on TED Lectures, and , in: Multimedia Tools and Applications, Special Issue on Content Based Multimedia Indexing, 74(4):1175-1197, 2015 |
[DOI] |
| 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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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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| Multimodal Reranking of Content-based Recommendations for Hyperlinking Video Snippets, , , and , in: ACM International Conference on Multimedia Retrieval, 2014 |
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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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| 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 |
[URL] |
| Idiap at MediaEval 2013: Search and Hyperlinking Task, , , and , in: MediaEval 2013 Workshop, Barcelona, Spain, CEUR-WS.org, 2013 |
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