The introduction and ever-growing size of the transformer deep-learning architecture have had a tremendous impact not only in field natural language processing but also other fields. transformer-based models contributed to renewed interest commonsense knowledge due abilities deep learning models. Recent literature has focused on analyzing embedded within pre-trained parameters these embedding m...

We develop a general framework for weighted parsing which is built on top of grammar-based language models and employs multioperator monoids (M-monoids) as weight algebras. It generalizes previous work in that area, e.g., semiring deductive parsing, also covers applications outside the classical scope algebraic dynamic programming. More specifically, we introduce RTG-based (where RTG stands reg...

in treating the subject of musical language, a persian musician would be intrinsically drawn to the structural similarities between the persian music and language. indeed persian music and language are extremely related in their metrics, intonations and structural phrases (syntax). although we will draw upon this relationship, our aim in this article is to present “music as a language,” consist...

mir durch ihre Hilfe bei den maschinellen¨Ubersetzungen viel Zeit gespart.