24 citations · 50 across the 29 of their papers we have counts for
4 papers · 1 filter
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks
Ruixiang Cui, Daniel Hershcovich, Anders Søgaard
Logical approaches to representing language have developed and evaluated computational models of quantifier words since the 19th century, but today's NLU models still struggle to c…
Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild
Stephanie Brandl, Daniel Hershcovich, Anders Søgaard
We argue that we need to evaluate model interpretability methods 'in the wild', i.e., in situations where professionals make critical decisions, and models can potentially assist t…
Towards Climate Awareness in NLP Research
Daniel Hershcovich, Nicolas Webersinke, Mathias Kraus +2
The climate impact of AI, and NLP research in particular, has become a serious issue given the enormous amount of energy that is increasingly being used for training and running co…
Challenges and Strategies in Cross-Cultural NLP
Daniel Hershcovich, Stella Frank, Heather Lent +11
Various efforts in the Natural Language Processing (NLP) community have been made to accommodate linguistic diversity and serve speakers of many different languages. However, it is…