Yana Nikolova

Evaluating Word Expansion for Multilingual Sentiment Analysis of Parliamentary Speech

This paper replicates and evaluates the word expansion (WE) method for sentiment lexicon generation from Rheault et al. (2016), applying it to two novel corpora of parliamentary speech from Denmark and Bulgaria. GloVe embeddings and vector similarity are leveraged to expand synonym seed lists with d…