Preprint2023
Florence-2
Unknown
Florence-2 unifies diverse vision tasks under a single sequence-to-sequence model using prompt-based instructions and a massive multitask dataset.
0Nov 1, 2023PromptingComputer Vision
arXiv
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
3 papersPreprint2020
mBART
Unknown
mBART pre-trains a multilingual sequence-to-sequence denoising auto-encoder on large-scale monolingual corpora using the BART objective, significantly improving machine translation.
0Jan 1, 2020
Preprint2019
UniLM
Unknown
UniLM uses a shared Transformer with custom attention masks to unify bidirectional, unidirectional, and sequence-to-sequence pre-training for both NLU and NLG.
0May 1, 2019TransformersAttention Mechanisms
arXiv