Machel Reid
17 papers · 2020–2024 · 7 venues · across top CS/AI venues
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Papers
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
NAACL 2024
DiffusER: Diffusion via Edit-based Reconstruction
ICLR 2023
Edit Aware Representation Learning via Levenshtein Prediction
EACL 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations
EMNLP 2023
On the Role of Parallel Data in Cross-lingual Transfer Learning
ACL 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
Large Language Models are Zero-Shot Reasoners
NeurIPS 2022
Learning to Model Editing Processes
EMNLP 2022
M2D2: A Massively Multi-Domain Language Modeling Dataset
EMNLP 2022
On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing
ACL 2022
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining
NAACL 2022
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages
EMNLP 2021
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer
ACL 2021
Low-Resource Machine Translation Using Cross-Lingual Language Model Pretraining
NAACL 2021
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers
EMNLP 2021
Variational Inference for Learning Representations of Natural Language Edits
AAAI 2021
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling
EMNLP 2020