Machel Reid

34 papers A* 4Journal 16Unranked 14
YearRankTypeTitle / Venue / Authors
2024 — conf
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer.
NAACL-HLT
Akari Asai, Sneha Kudugunta, Xinyan Yu, Terra Blevins, Hila Gonen, Machel Reid, Yulia Tsvetkov, Sebastian Ruder, Hannaneh Hajishirzi
2024 J jnl
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
CoRR
Machel Reid, Nikolay Savinov, Denis Teplyashin, Dmitry Lepikhin, Timothy P. Lillicrap, Jean-Baptiste Alayrac, Radu Soricut, Angeliki Lazaridou, Orhan Firat, Julian Schrittwieser, Ioannis Antonoglou, Rohan Anil, Sebastian Borgeaud, Andrew M. Dai, Katie Millican, Ethan Dyer, Mia Glaese, Thibault Sottiaux, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, James Molloy, Jilin Chen, Michael Isard, Paul Barham, Tom Hennigan, Ross McIlroy, Melvin Johnson, Johan Schalkwyk, Eli Collins, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, Clemens Meyer, Gregory Thornton, Zhen Yang, Henryk Michalewski, Zaheer Abbas, Nathan Schucher, Ankesh Anand, Richard Ives, James Keeling, Karel Lenc, Salem Haykal, Siamak Shakeri, Pranav Shyam, Aakanksha Chowdhery, Roman Ring, Stephen Spencer, Eren Sezener, et al.
2023 J jnl
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer.
CoRR
Akari Asai, Sneha Kudugunta, Xinyan Velocity Yu, Terra Blevins, Hila Gonen, Machel Reid, Yulia Tsvetkov, Sebastian Ruder, Hannaneh Hajishirzi
2023 A* conf
DiffusER: Diffusion via Edit-based Reconstruction.
ICLR
Machel Reid, Vincent Josua Hellendoorn, Graham Neubig
2023 — conf
On the Role of Parallel Data in Cross-lingual Transfer Learning.
ACL (Findings)
Machel Reid, Mikel Artetxe
2023 — conf
Pivot Pre-finetuning for Low Resource MT: A Case Study in Kikamba.
Tiny Papers @ ICLR
Stephen Ngumbi Kiilu, Machel Reid
2023 — conf
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations.
EMNLP (Findings)
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
2023 J jnl
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations.
CoRR
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
2022 — conf
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation.
NAACL-HLT
David Ifeoluwa Adelani, Jesujoba O. Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ajibade, Tunde Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing K. Sibanda, Andiswa Bukula, Sam Manthalu
2022 J jnl
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation.
CoRR
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing K. Sibanda, Andiswa Bukula, Sam Manthalu
2022 J jnl
Can Wikipedia Help Offline Reinforcement Learning?
CoRR
Machel Reid, Yutaro Yamada, Shixiang Shane Gu
2022 J jnl
DiffusER: Discrete Diffusion via Edit-based Reconstruction.
CoRR
Machel Reid, Vincent J. Hellendoorn, Graham Neubig
2022 A* conf
Large Language Models are Zero-Shot Reasoners.
NeurIPS
Takeshi Kojima, Shixiang Shane Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa
2022 J jnl
Large Language Models are Zero-Shot Reasoners.
CoRR
Takeshi Kojima, Shixiang Shane Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa
2022 — conf
Learning to Model Editing Processes.
EMNLP (Findings)
Machel Reid, Graham Neubig
2022 J jnl
Learning to Model Editing Processes.
CoRR
Machel Reid, Graham Neubig
2022 A* conf
M2D2: A Massively Multi-Domain Language Modeling Dataset.
EMNLP
Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer
2022 J jnl
M2D2: A Massively Multi-domain Language Modeling Dataset.
CoRR
Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer
2022 — conf
On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing.
Insights@ACL
Itsuki Okimura, Machel Reid, Makoto Kawano, Yutaka Matsuo
2022 J jnl
On the Role of Parallel Data in Cross-lingual Transfer Learning.
CoRR
Machel Reid, Mikel Artetxe
2022 — conf
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining.
NAACL-HLT
Machel Reid, Mikel Artetxe
2022 — conf
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining.
RepL4NLP@ACL
Machel Reid, Mikel Artetxe
2021 — conf
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages.
EMNLP (1)
Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo
2021 J jnl
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages.
CoRR
Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo
2021 — conf
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer.
ACL/IJCNLP (Findings)
Machel Reid, Victor Zhong
2021 J jnl
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer.
CoRR
Machel Reid, Victor Zhong
2021 J jnl
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining.
CoRR
Machel Reid, Mikel Artetxe
2021 — conf
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers.
EMNLP (Findings)
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo
2021 J jnl
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers.
CoRR
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo
2021 A* conf
Variational Inference for Learning Representations of Natural Language Edits.
AAAI
Edison Marrese-Taylor, Machel Reid, Yutaka Matsuo
2020 — conf
Combining Pretrained High-Resource Embeddings and Subword Representations for Low-Resource Languages.
AfricaNLP
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo
2020 — conf
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling.
EMNLP (1)
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo
2020 J jnl
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling.
CoRR
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo
2020 J jnl
Variational Inference for Learning Representations of Natural Language Edits.
CoRR
Edison Marrese-Taylor, Machel Reid, Yutaka Matsuo