NLPExplorer

Sebastian Ruder

Number of Papers:- 26

Number of Citations:- 36

First ACL Paper:- 2016

Latest ACL Paper:- 2020

Venues:-

EMNLP

NAACL

ACL

*SEMEVAL

CoNLL

COLING

Co-Authors:-

Similar Authors:-

A Call for More Rigor in Unsupervised Cross-lingual Learning ACL

On the Cross-lingual Transferability of Monolingual Representations ACL

Mikel Artetxe | Sebastian Ruder | Dani Yogatama |

Morphologically Aware Word-Level Translation COLING

Paula Czarnowska | Sebastian Ruder | Ryan Cotterell | Ann Copestake |

AdapterHub: A Framework for Adapting Transformers EMNLP

AxCell: Automatic Extraction of Results from Machine Learning Papers EMNLP

Are All Good Word Vector Spaces Isomorphic? EMNLP

Ivan Vulić | Sebastian Ruder | Anders Søgaard |

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer EMNLP

Jonas Pfeiffer | Ivan Vulić | Iryna Gurevych | Sebastian Ruder |

Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction EMNLP

MultiFiT: Efficient Multi-lingual Language Model Fine-tuning EMNLP

Transfer Learning in Natural Language Processing NAACL

Sebastian Ruder | Matthew E. Peters | Swabha Swayamdipta | Thomas Wolf |

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ACL

Goran Glavaš | Robert Litschko | Sebastian Ruder | Ivan Vulić |

Unsupervised Cross-Lingual Representation Learning ACL

Sebastian Ruder | Anders Søgaard | Ivan Vulić |

Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) ACL WS

To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL WS

Matthew E. Peters | Sebastian Ruder | Noah A. Smith |

A Discriminative Latent-Variable Model for Bilingual Lexicon Induction EMNLP

Sebastian Ruder | Ryan Cotterell | Yova Kementchedjhieva | Anders Søgaard |

Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction CoNLL

Yova Kementchedjhieva | Sebastian Ruder | Ryan Cotterell | Anders Søgaard |

Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL

Isabelle Augenstein | Sebastian Ruder | Anders Søgaard |

360° Stance Detection NAACL

Sebastian Ruder | John Glover | Afshin Mehrabani | Parsa Ghaffari |

Universal Language Model Fine-tuning for Text Classification ACL

Jeremy Howard | Sebastian Ruder |

On the Limitations of Unsupervised Bilingual Dictionary Induction ACL

Anders Søgaard | Sebastian Ruder | Ivan Vulić |

Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL

Sebastian Ruder | Barbara Plank |

Learning to select data for transfer learning with Bayesian Optimization EMNLP

Sebastian Ruder | Barbara Plank |

A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis EMNLP

Sebastian Ruder | Parsa Ghaffari | John G. Breslin |

INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification *SEMEVAL

Sebastian Ruder | Parsa Ghaffari | John G. Breslin |

INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis *SEMEVAL

Sebastian Ruder | Parsa Ghaffari | John G. Breslin |

Towards a continuous modeling of natural language domains WS

Sebastian Ruder | Parsa Ghaffari | John G. Breslin |