Machel Reid
18 papers · 2020–2024 · 8 conferences · across top CS/AI conferences
Achievements
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Conferences
EMNLP (6)
NAACL (4)
ACL (3)
AAAI (1)
EACL (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
low-resource language
(4)
multilingual model
(4)
cross-lingual transfer
(3)
machine translation
(3)
data augmentation
(2)
variational inference
(2)
african language
(2)
generative model
(2)
parallel datum
(2)
neural machine translation
(2)
prompt engineering
(1)
in-context learning
(1)
few-shot learning
(1)
representation learning
(1)
natural language processing
(1)
benchmark evaluation
(1)
model pretraining
(1)
language modeling
(1)
model architecture
(1)
domain adaptation
(1)
Papers
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
NAACL 2024
Edit Aware Representation Learning via Levenshtein Prediction
EACL 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations
EMNLP 2023
DiffusER: Diffusion via Edit-based Reconstruction
ICLR 2023
On the Role of Parallel Data in Cross-lingual Transfer Learning
ACL 2023
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
Large Language Models are Zero-Shot Reasoners
NIPS 2022
Learning to Model Editing Processes
EMNLP 2022
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining
NAACL 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
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
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer
IJCNLP 2021
Variational Inference for Learning Representations of Natural Language Edits
AAAI 2021
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers
EMNLP 2021
Low-Resource Machine Translation Using Cross-Lingual Language Model Pretraining
NAACL 2021
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling
EMNLP 2020