Real-Valued Logics for Typological Universals: Framework and Application

no code implementations • COLING 2020 • Tillmann D{\"o}nicke, Xiang Yu, Jonas Kuhn

This paper proposes a framework for the expression of typological statements which uses real-valued logics to capture the empirical truth value (truth degree) of a formula on a given data source, e. g. a collection of multilingual treebanks with comparable annotation.

Multiclass Text Classification on Unbalanced, Sparse and Noisy Data

no code implementations • WS 2019 • Matthias Damaschk, Tillmann D{\"o}nicke, Florian Lux

This paper discusses methods to improve the performance of text classification on data that is difficult to classify due to a large number of unbalanced classes with noisy examples.

General Classification text-classification +1