output
20132021
most citedBERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning

113 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

2 papers · 1 filter

cs.CL2019

Semantic Graph Parsing with Recurrent Neural Network DAG Grammars

Federico Fancellu, Sorcha Gilroy, Adam Lopez +1

Semantic parses are directed acyclic graphs (DAGs), so semantic parsing should be modeled as graph prediction. But predicting graphs presents difficult technical challenges, so it…

cs.LG2019★ 113 cited

BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning

Asa Cooper Stickland, Iain Murray

Multi-task learning shares information between related tasks, sometimes reducing the number of parameters required. State-of-the-art results across multiple natural language unders…