The same applies to named entity recognition: State-of-the-art systems are combinations of neural networks such as LSTMs or CNNs and conditional random fields (CRFs) (Strauss et al., 2016).
furthermore, Table 4 also presents the results of the NER models making use of the typeaggregated features instead of token-level gaze features.