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AdapterHub: A Framework for Adapting Transformers
Publication Year: 2020
DOI: https://doi.org/10.18653/v1/2020.emnlp-demos.7
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Authors:
Jonas Pfeiffer
Andreas Rücklé
Clifton Poth
Aishwarya Kamath
Ivan Vulić
Sebastian Ruder
Kyunghyun Cho
Iryna Gurevych
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
Publication Year: 2021
DOI: https://doi.org/10.18653/v1/2021.acl-long.243
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Authors:
Phillip Rust
Jonas Pfeiffer
Ivan Vulić
Sebastian Ruder
Iryna Gurevych
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks
Publication Year: 2021
DOI: https://doi.org/10.18653/v1/2021.acl-long.47
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Authors:
Rabeeh Karimi Mahabadi
Sebastian Ruder
Mostafa Dehghani
James Henderson
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
Publication Year: 2019
DOI: https://doi.org/10.18653/v1/d19-1572
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Authors:
Julian Martin Eisenschlos
Sebastian Ruder
Piotr Czapla
Marcin Kadras
Sylvain Gugger
Jeremy Howard
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces
Publication Year: 2018
DOI: https://doi.org/10.18653/v1/n18-1172
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Authors:
Isabelle Augenstein
Sebastian Ruder
Anders Søgaard
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
Publication Year: 2021
DOI: https://doi.org/10.18653/v1/2021.emnlp-main.802
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Authors:
Sebastian Ruder
Noah Constant
Jan A. Botha
Aditya Siddhant
Orhan Fırat
Jinlan Fu
Pengfei Liu
Junjie Hu
Dan Garrette
Graham Neubig
Melvin Johnson
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
Publication Year: 2021
DOI: https://doi.org/10.18653/v1/2021.emnlp-main.699
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Authors:
Samuel Cahyawijaya
Genta Indra Winata
Bryan Wilie
Karissa Vincentio
Xiaohong Li
Adhiguna Kuncoro
Sebastian Ruder
Zhi Yuan Lim
Syafri Bahar
Masayu Leylia Khodra
Ayu Purwarianti
Pascale Fung
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia
Publication Year: 2022
DOI: https://doi.org/10.18653/v1/2022.acl-long.500
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Authors:
Alham Fikri Aji
Genta Indra Winata
Fajri Koto
Samuel Cahyawijaya
Ade Romadhony
Rahmad Mahendra
Kemal Kurniawan
David Moeljadi
Radityo Eko Prasojo
Timothy Baldwin
Jey Han Lau
Sebastian Ruder
Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction
Publication Year: 2019
DOI: https://doi.org/10.18653/v1/d19-1090
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Authors:
Paula Czarnowska
Sebastian Ruder
Édouard Grave
Ryan Cotterell
Ann Copestake
AxCell: Automatic Extraction of Results from Machine Learning Papers
Publication Year: 2020
DOI: https://doi.org/10.18653/v1/2020.emnlp-main.692
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Authors:
Marcin Kardas
Piotr Czapla
Pontus Stenetorp
Sebastian Ruder
Sebastian Riedel
Ross Taylor
Robert Stojnic
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
Publication Year: 2023
DOI: https://doi.org/10.18653/v1/2023.eacl-main.57
Abstract:
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Authors:
Genta Indra Winata
Alham Fikri Aji
Samuel Cahyawijaya
Rahmad Mahendra
Fajri Koto
Ade Romadhony
Kemal Kurniawan
David Moeljadi
Radityo Eko Prasojo
Pascale Fung
Timothy Baldwin
Jey Han Lau
Rico Sennrich
Sebastian Ruder
Cross-Lingual Word Embeddings. ByAnders Søgaard, Ivan Vulić, Sebastian Ruder, Manaal Faruqui (University of Copenhagen, University of Cambridge, DeepMind, Google Assistant). Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 37), 2019, 132 pp; paperback, ISBN 9781681735725; ebook, ISBN 9781681730646; doi:10.2200/S00920ED2V01Y201904HLT042
Publication Year: 2020
DOI: https://doi.org/10.1162/coli_r_00372
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MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
Publication Year: 2022
DOI: https://doi.org/10.18653/v1/2022.emnlp-main.298
Abstract:
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Authors:
David Ifeoluwa Adelani
Graham Neubig
Sebastian Ruder
Shruti Rijhwani
Michael Beukman
Chester Palen-Michel
Constantine Lignos
Jesujoba O. Alabi
Shamsuddeen Hassan Muhammad
Peter Nabende
Cheikh M. Bamba Dione
Andiswa Bukula
Rooweither Mabuya
Bonaventure F. P. Dossou
Blessing Sibanda
Happy Buzaaba
Jonathan Mukiibi
Godson Kalipe
Derguene Mbaye
Amelia Taylor
Fatoumata Kabore
Chris Chinenye Emezue
Anuoluwapo Aremu
Perez Ogayo
Catherine Gitau
Edwin Munkoh-Buabeng
Victoire Memdjokam Koagne
Allahsera Auguste Tapo
Tebogo Macucwa
Vukosi Marivate
Mboning Tchiaze Elvis
Tajuddeen Gwadabe
Tosin Adewumi
Orevaoghene Ahia
Joyce Nakatumba‐Nabende
Neo Lerato Mokono
Ignatius Ezeani
Chiamaka Chukwuneke
Mofetoluwa Adeyemi
Gilles Hacheme
Idris Abdulmumin
Odunayo Ogundepo
Oreen Yousuf
Tatiana Moteu
Dietrich Klakow
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
Publication Year: 2023
DOI: https://doi.org/10.18653/v1/2023.findings-acl.868
Abstract:
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Authors:
Samuel Cahyawijaya
Holy Lovenia
Alham Fikri Aji
Genta Indra Winata
Bryan Wilie
Fajri Koto
Rahmad Mahendra
Christian Wibisono
Ade Romadhony
Karissa Vincentio
Jennifer Santoso
David Moeljadi
Cahya Wirawan
Frederikus Hudi
Muhammad Satrio Wicaksono
Ivan Halim Parmonangan
Ika Alfina
Ilham Firdausi Putra
Samsul Rahmadani
Yulianti Oenang
Ali Akbar Septiandri
James Jaya
Kaustubh Dhole
Arie Ardiyanti Suryani
Rifki Afina Putri
Dan Su
Keith Stevens
Made Nindyatama Nityasya
Muhammad Farid Adilazuarda
Ryan Hadiwijaya
Ryandito Diandaru
Tiezheng Yu
Vito Ghifari
Wenliang Dai
Yan Xu
Dyah Damapuspita
Haryo Akbarianto Wibowo
Cuk Tho
Ichwanul Karo Karo
Tirana Noor Fatyanosa
Ziwei Ji
Graham Neubig
Timothy Baldwin
Sebastian Ruder
Pascale Fung
Herry Sujaini
Sakriani Sakti
Ayu Purwarianti
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval)
Publication Year: 2023
DOI: https://doi.org/10.18653/v1/2023.semeval-1.315
Abstract:
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Authors:
Shamsuddeen Hassan Muhammad
Idris Abdulmumin
Seid Muhie Yimam
David Ifeoluwa Adelani
Ibrahim Said Ahmad
Nedjma Ousidhoum
Abinew Ali Ayele
Saif M. Mohammad
Meriem Beloucif
Sebastian Ruder
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