Sequence-to-sequence (Seq2seq) models have played an important role in the recent
success of various natural language processing methods, such as machine translation, text …

ChatGPT has gained a huge popularity since its introduction. Its positive aspects have been
reported through many media platforms, and some analyses even showed that ChatGPT …

While recent works have been considerably improving the quality of the natural language
explanations (NLEs) generated by a model to justify its predictions, there is very limited …

Behavioural consistency is a critical condition for a language model (LM) to become trustworthy
like humans. Despite its importance, however, there is little consensus on the definition …

A well-formulated benchmark plays a critical role in spurring advancements in the natural
language processing (NLP) field, as it allows objective and precise evaluation of diverse …

Previous methods for system intrusion detection have mainly consisted of those based on
pattern matching that employs prior knowledge extracted from experts' domain knowledge. …

Text summarization is an information condensation technique that abbreviates a source
document to a few representative sentences with the intention to create a coherent summary …

The Vehicle Dependability Study (VDS) is a survey study on customer satisfaction for
vehicles that have been sold for three years. VDS data analytics plays an important role in the …

The logical negation property (LNP), which implies generating different predictions for
semantically opposite inputs, is an important property that a trustworthy language model must …

Background T-cells play a crucial role in the adaptive immune system by triggering
responses against cancer cells and pathogens, while maintaining tolerance against self-antigens, …