Unlike classical lexical overlap metrics such as BLEU, most current evaluation metrics for
machine translation (for example, COMET or BERTScore) are based on black-box large …

In recent years, advancements in natural language processing (NLP) have enabled new
approaches to personality assessment. This article presents an interdisciplinary …

This tutorial presents explainability of text processing and retrieval methods, an emerging
area focused on fostering responsible and trustworthy deployment of machine learning …

While recent advancements in Neural Ranking Models have resulted in significant
improvements over traditional statistical retrieval models, it is generally acknowledged that …

As Machine Learning (ML) models become increasingly sophisticated and opaque, the
necessity for explainability to ensure transparency and accountability in their applications …