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Subjectivity and meaning are both impor- tant properties of language. This paper ex- plores their interaction, and brings empir- ical evidence in support of the hypotheses that (1) subjectivity is …...

We determine the subjectivity of word senses. To avoid costly annotation, we evaluate how useful existing resources es- tablished in opinion mining are for this task. We show that results …...

We describe UMBC’s systems developed for the SemEval 2014 tasks on Multi- lingual Semantic Textual Similarity (Task 10) and Cross-Level Semantic Similarity (Task 3). Our best submission in the Multilingual …...

AbstractSense embedding models handle polysemy by giving each distinct meaning of a word form a separate representation. They are considered improvements over word models, and their effectiveness is usually judged …...

AbstractRecent work has shown that deeper character-based neural machine translation (NMT) models can outperform subword-based models. However, it is still unclear what makes deeper character-based models successful. In this paper, …...