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20192023
most citedSciFive: a text-to-text transformer model for biomedical literature

94 citations · 208 across the 10 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

cs.CL2022

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

BigScience Workshop, :, Teven Le Scao +391

Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language instructions. While these capabilities have led to wi…

cs.CL2022★ 9 cited

MTet: Multi-domain Translation for English and Vietnamese

Chinh Ngo, Trieu H. Trinh, Long Phan +5

We introduce MTet, the largest publicly available parallel corpus for English-Vietnamese translation. MTet consists of 4.2M high-quality training sentence pairs and a multi-domain…

cs.CL2022

Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation

Long Phan, Tai Dang, Hieu Tran +4

Biomedical data and benchmarks are highly valuable yet very limited in low-resource languages other than English such as Vietnamese. In this paper, we make use of a state-of-the-ar…

cs.CL2022★ 1 cited

ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation

Long Phan, Hieu Tran, Hieu Nguyen +1

We present ViT5, a pretrained Transformer-based encoder-decoder model for the Vietnamese language. With T5-style self-supervised pretraining, ViT5 is trained on a large corpus of h…

cs.LG2022★ 3 cited

Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations

Nathan Beck, Abhiramon Rajasekharan, Hieu Tran

Transfer learning approaches in reinforcement learning aim to assist agents in learning their target domains by leveraging the knowledge learned from other agents that have been tr…