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Sebastian Ruder
Number of Papers:- 37
Number of Citations:- 36
First ACL Paper:- 2016
Latest ACL Paper:- 2021
Venues:-
EMNLP
CoNLL
NAACL
IJCNLP
MRL
Findings
COLING
WS
*SEMEVAL
ACL
TACL
Co-Authors:-
Abdoulaye Diallo
Abdoulaye Faye
Adewale Akinfaderin
Adhiguna Kuncoro
Aditya Siddhant
Similar Authors:-
Bob Frank
Peter Foldiak
Hwiyeol Jo
Stanley Jungkyu Choi
Yanrong Wu
2021
2020
2019
2018
2017
2016
Multi-view Subword Regularization
NAACL
Xinyi Wang |
Sebastian Ruder |
Graham Neubig |
Multi-Domain Multilingual Question Answering
EMNLP
Sebastian Ruder |
Avi Sil |
MasakhaNER: Named Entity Recognition for African Languages
TACL
David Ifeoluwa Adelani |
Jade Abbott |
Graham Neubig |
Daniel D’souza |
Julia Kreutzer |
Constantine Lignos |
Chester Palen-Michel |
Happy Buzaaba |
Shruti Rijhwani |
Sebastian Ruder |
Stephen Mayhew |
Israel Abebe Azime |
Shamsuddeen H. Muhammad |
Chris Chinenye Emezue |
Joyce Nakatumba-Nabende |
Perez Ogayo |
Aremu Anuoluwapo |
Catherine Gitau |
Derguene Mbaye |
Jesujoba Alabi |
Seid Muhie Yimam |
Tajuddeen Rabiu Gwadabe |
Ignatius Ezeani |
Rubungo Andre Niyongabo |
Jonathan Mukiibi |
Verrah Otiende |
Iroro Orife |
Davis David |
Samba Ngom |
Tosin Adewumi |
Paul Rayson |
Mofetoluwa Adeyemi |
Gerald Muriuki |
Emmanuel Anebi |
Chiamaka Chukwuneke |
Nkiruka Odu |
Eric Peter Wairagala |
Samuel Oyerinde |
Clemencia Siro |
Tobius Saul Bateesa |
Temilola Oloyede |
Yvonne Wambui |
Victor Akinode |
Deborah Nabagereka |
Maurice Katusiime |
Ayodele Awokoya |
Mouhamadane MBOUP |
Dibora Gebreyohannes |
Henok Tilaye |
Kelechi Nwaike |
Degaga Wolde |
Abdoulaye Faye |
Blessing Sibanda |
Orevaoghene Ahia |
Bonaventure F. P. Dossou |
Kelechi Ogueji |
Thierno Ibrahima DIOP |
Abdoulaye Diallo |
Adewale Akinfaderin |
Tendai Marengereke |
Salomey Osei |
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks
ACL
IJCNLP
Rabeeh Karimi Mahabadi |
Sebastian Ruder |
Mostafa Dehghani |
James Henderson |
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
ACL
IJCNLP
Phillip Rust |
Jonas Pfeiffer |
Ivan Vulić |
Sebastian Ruder |
Iryna Gurevych |
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
EMNLP
Sebastian Ruder |
Noah Constant |
Jan Botha |
Aditya Siddhant |
Orhan Firat |
Jinlan Fu |
Pengfei Liu |
Junjie Hu |
Dan Garrette |
Graham Neubig |
Melvin Johnson |
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
EMNLP
Samuel Cahyawijaya |
Genta Indra Winata |
Bryan Wilie |
Karissa Vincentio |
Xiaohong Li |
Adhiguna Kuncoro |
Sebastian Ruder |
Zhi Yuan Lim |
Syafri Bahar |
Masayu Khodra |
Ayu Purwarianti |
Pascale Fung |
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer
EMNLP
Findings
Alan Ansell |
Edoardo Maria Ponti |
Jonas Pfeiffer |
Sebastian Ruder |
Goran Glavaš |
Ivan Vulić |
Anna Korhonen |
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
EMNLP
Jonas Pfeiffer |
Ivan Vulić |
Iryna Gurevych |
Sebastian Ruder |
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties
EMNLP
Findings
Xinyi Wang |
Yulia Tsvetkov |
Sebastian Ruder |
Graham Neubig |
Proceedings of the 1st Workshop on Multilingual Representation Learning
EMNLP
MRL
Duygu Ataman |
Alexandra Birch |
Alexis Conneau |
Orhan Firat |
Sebastian Ruder |
Gozde Gul Sahin |
A Call for More Rigor in Unsupervised Cross-lingual Learning
ACL
Mikel Artetxe |
Sebastian Ruder |
Dani Yogatama |
Gorka Labaka |
Eneko Agirre |
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
Jonas Pfeiffer |
Andreas Rücklé |
Clifton Poth |
Aishwarya Kamath |
Ivan Vulić |
Sebastian Ruder |
Kyunghyun Cho |
Iryna Gurevych |
AxCell: Automatic Extraction of Results from Machine Learning Papers
EMNLP
Marcin Kardas |
Piotr Czapla |
Pontus Stenetorp |
Sebastian Ruder |
Sebastian Riedel |
Ross Taylor |
Robert Stojnic |
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
Paula Czarnowska |
Sebastian Ruder |
Edouard Grave |
Ryan Cotterell |
Ann Copestake |
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
EMNLP
Julian Eisenschlos |
Sebastian Ruder |
Piotr Czapla |
Marcin Kadras |
Sylvain Gugger |
Jeremy Howard |
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
Isabelle Augenstein |
Spandana Gella |
Sebastian Ruder |
Katharina Kann |
Burcu Can |
Johannes Welbl |
Alexis Conneau |
Xiang Ren |
Marek Rei |
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 |
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