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20152022
most citedRepresenting Long-Range Context for Graph Neural Networks with Global Attention

127 citations · 367 across the 12 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.CL2021

Grounded Graph Decoding Improves Compositional Generalization in Question Answering

Yu Gai, Paras Jain, Wendi Zhang +3

Question answering models struggle to generalize to novel compositions of training patterns, such to longer sequences or more complex test structures. Current end-to-end models lea…

cs.LG2021★ 20 cited

Accelerating Quadratic Optimization with Reinforcement Learning

Jeffrey Ichnowski, Paras Jain, Bartolomeo Stellato +6

First-order methods for quadratic optimization such as OSQP are widely used for large-scale machine learning and embedded optimal control, where many related problems must be rapid…