Paula Carvalho

Expanding Subjective Lexicons for Social Media Mining with Embedding Subspaces

2016 · arXiv (Cornell University)

Recent approaches for sentiment lexicon induction have capitalized on pre-trained word embeddings that capture latent semantic properties. However, embeddings obtained by optimizing performance of a given task (e.g. predicting contextual words) are sub-optimal for other …