no code implementations • 8 Apr 2020 • Stanislav Peshterliev, Christophe Dupuy, Imre Kiss
Recent attempts to ingest external knowledge into neural models for named-entity recognition (NER) have exhibited mixed results.
no code implementations • 27 Feb 2019 • Stanislav Peshterliev, Alexander Hsieh, Imre Kiss
On public datasets, F10-SGD obtains 22% faster training time compared to FastText for text classification.
no code implementations • NAACL 2019 • Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas
We explore active learning (AL) for improving the accuracy of new domains in a natural language understanding (NLU) system.