62 citations · 199 across the 49 of their papers we have counts for
6 papers · 1 filter
When silver glitters more than gold: Bootstrapping an Italian part-of-speech tagger for Twitter
Barbara Plank, Malvina Nissim
We bootstrap a state-of-the-art part-of-speech tagger to tag Italian Twitter data, in the context of the Evalita 2016 PoSTWITA shared task. We show that training the tagger on nati…
Semantic Tagging with Deep Residual Networks
Johannes Bjerva, Barbara Plank, Johan Bos
We propose a novel semantic tagging task, sem-tagging, tailored for the purpose of multilingual semantic parsing, and present the first tagger using deep residual networks (ResNets…
Keystroke dynamics as signal for shallow syntactic parsing
Barbara Plank
Keystroke dynamics have been extensively used in psycholinguistic and writing research to gain insights into cognitive processing. But do keystroke logs contain actual signal that…
What to do about non-standard (or non-canonical) language in NLP
Barbara Plank
Real world data differs radically from the benchmark corpora we use in natural language processing (NLP). As soon as we apply our technologies to the real world, performance drops.…
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss
Barbara Plank, Anders Søgaard, Yoav Goldberg
Bidirectional long short-term memory (bi-LSTM) networks have recently proven successful for various NLP sequence modeling tasks, but little is known about their reliance to input r…
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures
Raffaella Bernardi, Ruket Cakici, Desmond Elliott +6
Automatic description generation from natural images is a challenging problem that has recently received a large amount of interest from the computer vision and natural language pr…