Linguistics Meets Machine Learning

This chapter explores the interplay between deep machine learning models and linguistics, particularly in natural language processing (NLP). It highlights the importance of collaboration between data scientists and domain experts, questioning the effectiveness of traditional benchmarks while discussing the unique advantages that linguistics offers in understanding language tasks. The conversation also critiques the limitations of models like BERT in comprehending true meaning, emphasizing the need for interdisciplinary dialogue to enhance machine learning applications.