1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CL2023
TreePiece: Faster Semantic Parsing via Tree Tokenization
Sid Wang, Akshat Shrivastava, Sasha Livshits
Autoregressive (AR) encoder-decoder neural networks have proved successful in many NLP problems, including Semantic Parsing -- a task that translates natural language to machine-re…
cs.LG2023★ 1 cited
Privately Customizing Prefinetuning to Better Match User Data in Federated Learning
Charlie Hou, Hongyuan Zhan, Akshat Shrivastava +4
In Federated Learning (FL), accessing private client data incurs communication and privacy costs. As a result, FL deployments commonly prefinetune pretrained foundation models on a…