~ read.

Publications

You can find my Google Scholar profile here.

Selected publications

Sebastian Ruder, Barbara Plank (2018). Strong Baselines for Neural Semi-supervised Learning under Domain Shift. In Proceedings of ACL 2018, Melbourne, Australia. Slides, code.

Jeremy Howard*, Sebastian Ruder* (2018). Universal Language Model Fine-tuning for Text Classification. In Proceedings of ACL 2018, Melbourne, Australia. Poster, code and pretrained models.

Isabelle Augenstein*, Sebastian Ruder*, Anders Søgaard (2018). Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. In Proceedings of NAACL-HLT 2018, New Orleans, US. Code, slides

Anders Søgaard, Sebastian Ruder, Ivan Vulić (2018). On the Limitations of Unsupervised Bilingual Dictionary Induction. In Proceedings of ACL 2018, Melbourne, Australia. Slides.

Sebastian Ruder, Ivan Vulić, Anders Søgaard (2018). A Survey Of Cross-lingual Word Embedding Models. To be published in Journal of Artificial Intelligence Research.

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

*: Equal contribution.

2018

Sebastian Ruder*, Ryan Cotterell*, Yova Kementchedjhieva, Anders Søgaard. A Discriminative Latent-Variable Model for Bilingual Lexicon Induction. In Proceedings of EMNLP 2018, Brussels, Belgium. Code.

Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell, Anders Søgaard (2018). Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction. In Proceedings of CoNLL 2018, Brussels, Belgium.

Sebastian Ruder, Barbara Plank (2018). Strong Baselines for Neural Semi-supervised Learning under Domain Shift. In Proceedings of ACL 2018, Melbourne, Australia. Slides, code.

Jeremy Howard*, Sebastian Ruder* (2018). Universal Language Model Fine-tuning for Text Classification. In Proceedings of ACL 2018, Melbourne, Australia. Poster, code and pretrained models.

Anders Søgaard, Sebastian Ruder, Ivan Vulić (2018). On the Limitations of Unsupervised Bilingual Dictionary Induction. In Proceedings of ACL 2018, Melbourne, Australia. Slides.

Sebastian Ruder, John Glover, Afshin Mehrabani, Parsa Ghaffari (2018). 360° Stance Detection. In Proceedings of NAACL-HLT 2018: System Demonstrations, New Orleans, US.

Sebastian Ruder, Ivan Vulić, Anders Søgaard (2018). A Survey Of Cross-lingual Word Embedding Models. To be published in Journal of Artificial Intelligence Research.

Isabelle Augenstein*, Sebastian Ruder*, Anders Søgaard (2018). Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. In Proceedings of NAACL-HLT 2018, New Orleans, US. Code, slides

*: Equal contribution.

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, pages 372–382, Copenhagen, Denmark. Code, poster

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, 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. Poster

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. Poster

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.

comments powered by Disqus