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Fine-tuning the entire set of parameters of a large pretrained model has become the mainstream approach for transfer learning.
Stabilizing the lottery ticket hypothesis
Jonathan Frankle, Gintare Karolina Dziugaite, Daniel M Roy, and Michael Carbin. 2019 · 1903
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Diccionario Raramuri-Castellano: Tarahumar
David Brambila. 1976 · 1976
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Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition
Erik F. Tjong Kim Sang and Fien De Meulder. 2003 · 2003
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Rubén Cushimariano Romano and Richer C. Sebastián Q. 2008 · 2008
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Elena Mihas. 2011 · 2011
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Jörg Tiedemann. 2012 · 2012
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Orthogonal language and task adapters in zero-shot cross-lingual transfer
Marko Vidoni, Ivan Vulić, and Goran Glavaš. 2020 · 2012
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SQuAD: 100,000+ questions for machine comprehension of text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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Deep biaffine attention for neural dependency parsing
Timothy Dozat and Christopher D. Manning. 2017 · 2017
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Corpus creation and initial SMT experiments between Spanish and Shipibo-konibo
Ana-Paula Galarreta, Andrés Melgar, and Arturo Oncevay. 2017 · 2017
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Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 2018
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Jeremy Howard and Sebastian Ruder. 2018 · 2018
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Probabilistic finite-state morphological segmenter for wixarika (huichol) language
Manuel Mager, Diónico Carrillo, and Ivan Meza. 2018 · 2018
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A broad-coverage challenge corpus for sentence understanding through inference
Adina Williams, Nikita Nangia, and Samuel Bowman. 2018 · 2018
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JW300: A wide-coverage parallel corpus for low-resource languages
Željko Agić and Ivan Vulić. 2019 · 2019
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Simple, scalable adaptation for neural machine translation
Ankur Bapna and Orhan Firat. 2019 · 2019
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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The lottery ticket hypothesis: Finding sparse, trainable neural networks
Jonathan Frankle and Michael Carbin. 2019 · 2019
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Parameter-Efficient Transfer Learning for NLP
Neil Houlsby, Andrei Giurgiu, Stanislaw Jastrzebski, Bruna Morrone, Quentin De Laroussilhe, Andrea Gesmundo, Mona Attariyan, and Sylvain Gelly. 2019 · 2019
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter. 2019 · 2019
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Modeling language variation and universals: A survey on typological linguistics for natural language processing
Edoardo Maria Ponti, Helen O’Horan, Yevgeni Berzak, Ivan Vulić, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, and Anna Korhonen. 2019 · 2019
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When BERT Plays the Lottery, All Tickets Are Winning
Sai Prasanna, Anna Rogers, and Anna Rumshisky. 2020 · 2020
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Comparing rewinding and fine-tuning in neural network pruning
Alex Renda, Jonathan Frankle, and Michael Carbin. 2020 · 2020
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UDapter: Language adaptation for truly Universal Dependency parsing
Ahmet Üstün, Arianna Bisazza, Gosse Bouma, and Gertjan van Noord. 2020 · 2020
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On negative interference in multilingual models: Findings and a meta-learning treatment
Zirui Wang, Zachary C. Lipton, and Yulia Tsvetkov. 2020 · 2020
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Supermasks in superposition
Mitchell Wortsman, Vivek Ramanujan, Rosanne Liu, Aniruddha Kembhavi, Mohammad Rastegari, Jason Yosinski, and Ali Farhadi. 2020 · 2020
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Playing the lottery with rewards and multiple languages: lottery tickets in rl and nlp
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Deconstructing lottery tickets: Zeros, signs, and the supermask
Hattie Zhou, Janice Lan, Rosanne Liu, and Jason Yosinski. 2019 · 2019
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On the cross-lingual transferability of monolingual representations
Mikel Artetxe, Sebastian Ruder, and Dani Yogatama. 2020 · 2020
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No data to crawl? monolingual corpus creation from PDF files of truly low-resource languages in Peru
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Development of a Guarani - Spanish parallel corpus
Luis Chiruzzo, Pedro Amarilla, Adolfo Ríos, and Gustavo Giménez Lugo. 2020 · 2020
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Unsupervised cross-lingual representation learning at scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2020 · 2020
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Neural machine translation models with back-translation for the extremely low-resource indigenous language Bribri
Isaac Feldman and Rolando Coto-Solano. 2020 · 2020
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Haonan Yu, Sergey Edunov, Yuandong Tian, and Ari S. Morcos. 2020 · 2020
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Universal Dependencies 2.7
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