Luc Lamontagne

Predicting and interpreting embeddings for out of vocabulary words in downstream tasks

2018

We propose a novel way to handle out of vocabulary (OOV) words in downstream natural language processing (NLP) tasks. We implement a network that predicts useful embeddings for OOV words based on their morphology and …

Multinational Address Parsing: A Zero-Shot Evaluation

2021 · arXiv (Cornell University)

Address parsing consists of identifying the segments that make up an address, such as a street name or a postal code. Because of its importance for tasks like record linkage, address parsing has been approached …