4 papers
Lingua Custodia's participation at the WMT 2021 Machine Translation using Terminologies shared task
Melissa Ailem, Jinghsu Liu, Raheel Qader
This paper describes Lingua Custodia's submission to the WMT21 shared task on machine translation using terminologies. We consider three directions, namely English to French, Russi…
Neural Medication Extraction: A Comparison of Recent Models in Supervised and Semi-supervised Learning Settings
Ali Can Kocabiyikoglu, François Portet, Raheel Qader +1
Drug prescriptions are essential information that must be encoded in electronic medical records. However, much of this information is hidden within free-text reports. This is why t…
Encouraging Neural Machine Translation to Satisfy Terminology Constraints
Melissa Ailem, Jinghsu Liu, Raheel Qader
We present a new approach to encourage neural machine translation to satisfy lexical constraints. Our method acts at the training step and thereby avoiding the introduction of any…
Semi-Supervised Neural Text Generation by Joint Learning of Natural Language Generation and Natural Language Understanding Models
Raheel Qader, François Portet, Cyril Labbé
In Natural Language Generation (NLG), End-to-End (E2E) systems trained through deep learning have recently gained a strong interest. Such deep models need a large amount of careful…