70 citations · 190 across the 32 of their papers we have counts for
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cs.CL2018★ 4 cited
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling
Heike Adel, Hinrich Schütze
This paper describes the CIS slot filling system for the TAC Cold Start evaluations 2015. It extends and improves the system we have built for the evaluation last year. This paper…
cs.CL2018★ 2 cited
Adversarial Neural Networks for Cross-lingual Sequence Tagging
Heike Adel, Anton Bryl, David Weiss +1
We study cross-lingual sequence tagging with little or no labeled data in the target language. Adversarial training has previously been shown to be effective for training cross-lin…
cs.CL2018★ 3 cited
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging
Apostolos Kemos, Heike Adel, Hinrich Schütze
Character-level models of tokens have been shown to be effective at dealing with within-token noise and out-of-vocabulary words. But these models still rely on correct token bounda…