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Publications

You can find my Google Scholar profile here.

Selected publications

Sebastian Ruder, Barbara Plank (2017). Learning to select data for transfer learning with Bayesian Optimization. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark. Code

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2016). A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 999–1005, Austin, Texas, US.

Sebastian Ruder (2016). An overview of gradient descent optimization algorithms. arXiv preprint arXiv:1609.04747.

2017

Sebastian Ruder, Barbara Plank (2017). Learning to select data for transfer learning with Bayesian Optimization. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark. Code

Sebastian Ruder, Joachim Bingel, Isabelle Augenstein, Anders Søgaard (2017). Sluice networks: Learning what to share between loosely related tasks. arXiv preprint arXiv:1705.08142. Code

Sebastian Ruder (2017). An Overview of Multi-Task Learning in Deep Neural Networks. arXiv preprint arXiv:1706.05098.

Sebastian Ruder (2017). A survey of cross-lingual embedding models. arXiv preprint arXiv:1706.04902.

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2017). Data Selection Strategies for Multi-Domain Sentiment Analysis. arXiv preprint arXiv:1702.02426.

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2017). Knowledge Adaptation: Teaching to Adapt. arXiv preprint arXiv:1702.02052.

2016

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2016). Towards a continuous modeling of natural language domains. In Proceedings of EMNLP 2016 Workshop on Uphill Battles in Language Processing: Scaling Early Achievements to Robust Methods, pages 53-57, Austin, Texas, US.

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2016). A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 999–1005, Austin, Texas, US.

Ian D. Wood, Sebastian Ruder (2016). Emoji as emotion tags for tweets. In Emotion and Sentiment Analysis Workshop, LREC, Portorož, Slovenia.

Sebastian Ruder, Peiman Barnaghi, John G. Breslin (2016). Analysis and Applications of a Novel Corpus of Influencers on Twitter. In Twitter for Research Conference, Galway, Ireland.

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2016). INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification. In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, US.

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2016). INSIGHT-1 at SemEval-2016 Task 5: Convolutional Neural Networks for Multilingual Aspect-based Sentiment Analysis. In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, US.

Sebastian Ruder (2016). An overview of gradient descent optimization algorithms. arXiv preprint arXiv:1609.04747.

Sebastian Ruder, Parsa Ghaffari, John G. Breslin (2016). Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution. arXiv preprint arXiv:1609.06686.

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