Paweł Mąka

Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models

In this paper, we investigate the role of attention heads in Context-aware Machine Translation models for pronoun disambiguation in the English-to-German and English-to-French language directions. We analyze their influence by both observing and modifying the attention scores corresponding to the pl…