DL4NLP 2019. Proceedings of the First NLPL Workshop on Deep Learning for Natural Language Processing, 30 September, 2019, University of Turku, Turku, Finland

Linköping Electronic Conference Proceedings 163 (2019)

NEALT Proceedings Series 38 (2019)

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Editor(s): Joakim Nivre, Filip Ginter, Stephan Oepen and Jörg Tiedemann

Published: 2019-09-27

ISBN: 978-91-7929-999-6

ISSN: 1650-3686 (print), 1650-3740 (online)

Number of pages: 65


1 Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling
Timothee Mickus and Denis Paperno and Matthieu Constant

2 Improving Semantic Dependency Parsing with Syntactic Features
Robin Kurtz and Daniel Roxbo and Marco Kuhlmann

3 To Lemmatize or Not to Lemmatize: How Word Normalisation Affects ELMo Performance in Word Sense Disambiguation
Andrey Kutuzov and Elizaveta Kuzmenko

4 Is Multilingual BERT Fluent in Language Generation?
Samuel Rönnqvist and Jenna Kanerva and Tapio Salakoski and Filip Ginter

5 Multilingual Probing of Deep Pre-Trained Contextual Encoders
Vinit Ravishankar and Memduh Gökirmak and Lilja Øvrelid and Erik Velldal

6 Cross-Domain Sentiment Classification using Vector Embedded Domain Representations
Nicolaj Filrup Rasmussen and Kristian Nørgaard Jensen and Marco Placenti and Thai Wang

7 Multiclass Text Classification on Unbalanced, Sparse and Noisy Data
Matthias Damaschk and Tillmann Dönicke and Florian Lux