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Experimenting with picture-based methods for semantic fieldwork: A case study on quantity superlatives in Persian
(2018-11-14)
This work (a) presents a novel questionnaire for eliciting comparatives and superlatives of quality and quantity; (b) suggests guidelines for creating visual elicitation stimuli, as well as practical implications for ...
TOPIC MODELING FOR ANALYSIS OF PUBLIC DISCOURSE -Enriching topic modeling with linguistic information to analyze Swedish housing policies
(2018-01-15)
This work investigates how the method of topic modeling can be applied to investigate the public discourse of Swedish housing policies. The data used to represent this discourse is both from the Swedish
parliament, the ...
Exploit Unlabeled Data with Language Model for Text Classification. Comparison of four unsupervised learning models
(2018-10-29)
Within a situation where Semi-Supervised Learning (SSL) is available to exploit unlabeled data, this paper shows that Language Model (LM) outperforms the three models in text classification, which three models are based ...
Dealing with word ambiguity in NLP. Building appropriate sense representations for Danish sense tagging by combining word embeddings with wordnet senses
(2018-12-13)
This thesis describes an approach to handle word sense in natural language processing. If we want language technologies to handle word ambiguity, then machines need proper sense representations. In a case study on Danish ...