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20182025
most citedA Loss Curvature Perspective on Training Instability in Deep Learning

6 citations · 10 across the 3 of their papers we have counts for

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cs.CL2021

What Will it Take to Fix Benchmarking in Natural Language Understanding?

Samuel R. Bowman, George E. Dahl

Evaluation for many natural language understanding (NLU) tasks is broken: Unreliable and biased systems score so highly on standard benchmarks that there is little room for researc…

cs.CL2018

Embedding Text in Hyperbolic Spaces

Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi +2

Natural language text exhibits hierarchical structure in a variety of respects. Ideally, we could incorporate our prior knowledge of this hierarchical structure into unsupervised l…