Luisa März

Domain adaptation for part-of-speech tagging of noisy user-generated text

2019 · arXiv (Cornell University)

The performance of a Part-of-speech (POS) tagger is highly dependent on the domain ofthe processed text, and for many domains there is no or only very little training data available. This work addresses the problem …

Data Centric Domain Adaptation for Historical
\nText with OCR Errors

2021 · Open access LMU (Ludwid Maxmilian's Universitat Munchen)

We propose new methods for in-domain and cross-domain Named Entity Recognition (NER) on historical data for Dutch and French. For the cross-domain case, we address domain shift by integrating unsupervised in-domain data via contextualized string …