My research focuses on the representation of lexical-semantic information, which I explore through ambiguous words. By describing ambiguous words through different theoretical approaches, such as Information theory, Distributional semantics, and Discriminative learning, I aim to learn more on how different interpretations of ambiguous words are learned, stored, and retrieved.