Explainable NLP techniques for complex cognitive tasks

Develop explainable Neuro-Symbolic natural language processing techniques capable of handling complex cognitive tasks while providing interpretable rationales aligned with logical structures.

Background

The review covers advances in discourse-aware summarization, confounder correction, humor understanding, and factuality-aware training. The authors note that building explainable NLP techniques for complex cognitive tasks remains an open question.