Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing

no code implementations • NAACL 2018 • Maria Barrett, Ana Valeria Gonz{\'a}lez-Gardu{\~n}o, Lea Frermann, Anders S{\o}gaard

Even small dictionaries can improve the performance of unsupervised induction algorithms.

Chunking POS +2

Using Gaze to Predict Text Readability

no code implementations • WS 2017 • Ana Valeria Gonz{\'a}lez-Gardu{\~n}o, Anders S{\o}gaard

We show that text readability prediction improves significantly from hard parameter sharing with models predicting first pass duration, total fixation duration and regression duration.

Machine Translation Multi-Task Learning +4