Sebastian Ruder

Mostafa Dehghani

James Henderson

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Analogy Training Multilingual Encoders.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization.

[BibT_eX]

[DOI]

CoRR, 2020

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Are All Good Word Vector Spaces Isomorphic?

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

AdapterHub: A Framework for Adapting Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

AxCell: Automatic Extraction of Results from Machine Learning Papers.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Morphologically Aware Word-Level Translation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

On the Cross-lingual Transferability of Monolingual Representations.

[BibT_eX]

[DOI]

Mikel Artetxe

Dani Yogatama

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Cross-Lingual Word Embeddings

[BibT_eX]

[DOI]

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02171-8, 2019

A Survey of Cross-lingual Word Embedding Models.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2019

What do Deep Networks Like to Read?

[BibT_eX]

[DOI]

CoRR, 2019

To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks.

[BibT_eX]

[DOI]

Matthew E. Peters

Cyprien de Masson d'Autume

Noah A. Smith

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Episodic Memory in Lifelong Language Learning.

[BibT_eX]

[DOI]

Lingpeng Kong

Dani Yogatama

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Transfer Learning in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Unsupervised Cross-Lingual Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks.

[BibT_eX]

[DOI]

Victor Sanh

Thomas Wolf

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Latent Multi-Task Architecture Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Off-the-Shelf Unsupervised NMT.

[BibT_eX]

[DOI]

Chris Hokamp

John Glover

CoRR, 2018

Fine-tuned Language Models for Text Classification.

[BibT_eX]

[DOI]

Jeremy Howard

CoRR, 2018

360° Stance Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

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

[BibT_eX]

[DOI]

Isabelle Augenstein

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Discriminative Latent-Variable Model for Bilingual Lexicon Induction.

[BibT_eX]

[DOI]

Ryan Cotterell

Yova Kementchedjhieva

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction.

[BibT_eX]

[DOI]

Yova Kementchedjhieva

Ryan Cotterell

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

On the Limitations of Unsupervised Bilingual Dictionary Induction.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Universal Language Model Fine-tuning for Text Classification.

[BibT_eX]

[DOI]

Jeremy Howard

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

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

[BibT_eX]

[DOI]

Barbara Plank

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Data Selection Strategies for Multi-Domain Sentiment Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Knowledge Adaptation: Teaching to Adapt.

[BibT_eX]

[DOI]

CoRR, 2017

Sluice networks: Learning what to share between loosely related tasks.

[BibT_eX]

[DOI]

CoRR, 2017

An Overview of Multi-Task Learning in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

A survey of cross-lingual embedding models.

[BibT_eX]

[DOI]

CoRR, 2017

Learning to select data for transfer learning with Bayesian Optimization.

[BibT_eX]

[DOI]

Barbara Plank

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Towards a continuous modeling of natural language domains.

[BibT_eX]

[DOI]

CoRR, 2016

Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution.

[BibT_eX]

[DOI]

CoRR, 2016

An overview of gradient descent optimization algorithms.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

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

[BibT_eX]

[DOI]