22k citations · 22.3k across the 11 of their papers we have counts for
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cs.CL2017★ 60 cited
Cross-lingual, Character-Level Neural Morphological Tagging
Ryan Cotterell, Georg Heigold
Even for common NLP tasks, sufficient supervision is not available in many languages -- morphological tagging is no exception. In the work presented here, we explore a transfer lea…
cs.CL2017★ 7 cited
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?
Georg Heigold, Günter Neumann, Josef van Genabith
This paper investigates the robustness of NLP against perturbed word forms. While neural approaches can achieve (almost) human-like accuracy for certain tasks and conditions, they…