563 citations · 646 across the 28 of their papers we have counts for
3 papers · 1 filter
Multitask Prompted Training Enables Zero-Shot Task Generalization
Victor Sanh, Albert Webson, Colin Raffel +38
Large language models have recently been shown to attain reasonable zero-shot generalization on a diverse set of tasks (Brown et al., 2020). It has been hypothesized that this is a…
Survey of Low-Resource Machine Translation
Barry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone +2
We present a survey covering the state of the art in low-resource machine translation research. There are currently around 7000 languages spoken in the world and almost all languag…
Few-shot learning through contextual data augmentation
Farid Arthaud, Rachel Bawden, Alexandra Birch
Machine translation (MT) models used in industries with constantly changing topics, such as translation or news agencies, need to adapt to new data to maintain their performance ov…