10 citations · 16 across the 2 of their papers we have counts for
4 papers
ECINN: Efficient Counterfactuals from Invertible Neural Networks
Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent
Counterfactual examples identify how inputs can be altered to change the predicted class of a classifier, thus opening up the black-box nature of, e.g., deep neural networks. We pr…
A reproduction of Apple's bi-directional LSTM models for language identification in short strings
Mads Toftrup, Søren Asger Sørensen, Manuel R. Ciosici +1
Language Identification is the task of identifying a document's language. For applications like automatic spell checker selection, language identification must use very short strin…
Active Learning of SVDD Hyperparameter Values
Holger Trittenbach, Klemens Böhm, Ira Assent
Support Vector Data Description is a popular method for outlier detection. However, its usefulness largely depends on selecting good hyperparameter values -- a difficult problem th…
Unsupervised Abbreviation Disambiguation Contextual disambiguation using word embeddings
Manuel Ciosici, Tobias Sommer, Ira Assent
Abbreviations often have several distinct meanings, often making their use in text ambiguous. Expanding them to their intended meaning in context is important for Machine Reading t…