7 citations · 14 across the 6 of their papers we have counts for
6 papers
Grandma Karl is 27 years old -- research agenda for pseudonymization of research data
Elena Volodina, Simon Dobnik, Therese Lindström Tiedemann +1
Accessibility of research data is critical for advances in many research fields, but textual data often cannot be shared due to the personal and sensitive information which it cont…
Multi-task recommendation system for scientific papers with high-way networks
Aram Karimi, Simon Dobnik
Finding and selecting the most relevant scientific papers from a large number of papers written in a research community is one of the key challenges for researchers these days. As…
We went to look for meaning and all we got were these lousy representations: aspects of meaning representation for computational semantics
Simon Dobnik, Robin Cooper, Adam Ek +5
In this paper we examine different meaning representations that are commonly used in different natural language applications today and discuss their limits, both in terms of the as…
Referring to the recently seen: reference and perceptual memory in situated dialog
John D. Kelleher, Simon Dobnik
From theoretical linguistic and cognitive perspectives, situated dialog systems are interesting as they provide ideal test-beds for investigating the interaction between language a…
What is not where: the challenge of integrating spatial representations into deep learning architectures
John D. Kelleher, Simon Dobnik
This paper examines to what degree current deep learning architectures for image caption generation capture spatial language. On the basis of the evaluation of examples of generate…
Modular Mechanistic Networks: On Bridging Mechanistic and Phenomenological Models with Deep Neural Networks in Natural Language Processing
Simon Dobnik, John D. Kelleher
Natural language processing (NLP) can be done using either top-down (theory driven) and bottom-up (data driven) approaches, which we call mechanistic and phenomenological respectiv…