2 papers
cs.CL2019
SenseFitting: Sense Level Semantic Specialization of Word Embeddings for Word Sense Disambiguation
Manuel Stoeckel, Sajawel Ahmed, Alexander Mehler
We introduce a neural network-based system of Word Sense Disambiguation (WSD) for German that is based on SenseFitting, a novel method for optimizing WSD. We outperform knowledge-b…
cs.CL2018
Resource-Size matters: Improving Neural Named Entity Recognition with Optimized Large Corpora
Sajawel Ahmed, Alexander Mehler
This study improves the performance of neural named entity recognition by a margin of up to 11% in F-score on the example of a low-resource language like German, thereby outperform…