I’ve always been interested in blending traditional algorithms with deep learning techniques. This keynote comes from a presentation I gave at a knowledge graph seminar. Inspired by the A* shortest...

Knowledge-enhanced pre-trained models aims to leverage structured knowledge from knowledge graphs to strengthen these models. This allows them to learn both general semantic knowledge from free tex...

This paper proposes a novel approach to applying neural network-based regular expressions for the slot filling task, published at the 2021 EMNLP conference [Full Paper]. Interestingly, this work ha...