62 citations · 62 across the 4 of their papers we have counts for
4 papers · 1 filter
Controlling Topic-Focus Articulation in Meaning-to-Text Generation using Graph Neural Networks
Chunliu Wang, Rik van Noord, Johan Bos
A bare meaning representation can be expressed in various ways using natural language, depending on how the information is structured on the surface level. We are interested in fin…
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation
Chunliu Wang, Huiyuan Lai, Malvina Nissim +1
Pre-trained language models (PLMs) have achieved great success in NLP and have recently been used for tasks in computational semantics. However, these tasks do not fully benefit fr…
What's the Meaning of Superhuman Performance in Today's NLU?
Simone Tedeschi, Johan Bos, Thierry Declerck +9
In the last five years, there has been a significant focus in Natural Language Processing (NLP) on developing larger Pretrained Language Models (PLMs) and introducing benchmarks su…
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…