pdf (full)
bib (full) Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5)

pdf bib
Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5)
Luis Espinosa-Anke | Thierry Declerck | Dagmar Gromann | Jose Camacho-Collados | Mohammad Taher Pilehvar

pdf bib
LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC)
Daniel Loureiro | Alípio Jorge

pdf bib
LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation
Aina Garí Soler | Marianna Apidianaki | Alexandre Allauzen

pdf bib
Bridging the Gap: Improve Part-of-speech Tagging for Chinese Social Media Texts with Foreign Words
Dingmin Wang | Meng Fang | Yan Song | Juntao Li

pdf bib
An ELMo-inspired approach to SemDeep-5’s Word-in-Context task
Alan Ansell | Felipe Bravo-Marquez | Bernhard Pfahringer

pdf bib
Using hyperbolic large-margin classifiers for biological link prediction
Asan Agibetov | Georg Dorffner | Matthias Samwald

pdf bib
Extending Neural Question Answering with Linguistic Input Features
Fabian Hommel | Philipp Cimiano | Matthias Orlikowski | Matthias Hartung

pdf bib
How to Use Gazetteers for Entity Recognition with Neural Models
Simone Magnolini | Valerio Piccioni | Vevake Balaraman | Marco Guerini | Bernardo Magnini

pdf bib
Learning Household Task Knowledge from WikiHow Descriptions
Yilun Zhou | Julie Shah | Steven Schockaert

pdf bib
A Sequence Modeling Approach for Structured Data Extraction from Unstructured Text
Jayati Deshmukh | Annervaz K M | Shubhashis Sengupta