Sebastian Ruder


2018

pdf bib A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
[D18-1042]: Sebastian Ruder | Ryan Cotterell | Yova Kementchedjhieva | Anders Søgaard

pdf bib Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces
[N18-1172]: Isabelle Augenstein | Sebastian Ruder | Anders Søgaard

pdf bib 360° Stance Detection
[N18-5007]: Sebastian Ruder | John Glover | Afshin Mehrabani | Parsa Ghaffari

pdf bib Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
[K18-1021]: Yova Kementchedjhieva | Sebastian Ruder | Ryan Cotterell | Anders Søgaard

pdf bib Universal Language Model Fine-tuning for Text Classification
[P18-1031]: Jeremy Howard | Sebastian Ruder

pdf bib On the Limitations of Unsupervised Bilingual Dictionary Induction
[P18-1072]: Anders Søgaard | Sebastian Ruder | Ivan Vulić

pdf bib Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
[P18-1096]: Sebastian Ruder | Barbara Plank

2017

pdf bib Learning to select data for transfer learning with Bayesian Optimization
[D17-1038]: Sebastian Ruder | Barbara Plank

2016

pdf bib Towards a continuous modeling of natural language domains
[W16-6012]: Sebastian Ruder | Parsa Ghaffari | John G. Breslin

pdf bib INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification
[S16-1026]: Sebastian Ruder | Parsa Ghaffari | John G. Breslin

pdf bib INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis
[S16-1053]: Sebastian Ruder | Parsa Ghaffari | John G. Breslin

pdf bib A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
[D16-1103]: Sebastian Ruder | Parsa Ghaffari | John G. Breslin