Existing video understanding datasets mostly focus on human interactions, with little
attention being paid to the" in the wild" settings, where the videos are recorded outdoors. We …

Nowadays, voice assistants help users complete tasks on the smartphone with voice
commands, replacing traditional touchscreen interactions when such interactions are …

Semantic parsing maps natural language questions into logical forms, which can be
executed against a knowledge base for answers. In real-world applications, the performance …

Despite significant advancements in multi-label text classification, the ability of existing
models to generalize to novel and seldom-encountered complex concepts, which are …

This paper investigates continual learning for semantic parsing. In this setting, a neural
semantic parser learns tasks sequentially without accessing full training data from previous …

There has been an increasing interest in incorporating Artificial Intelligence (AI) into Defence
and military systems to complement and augment human intelligence and capabilities …

Videos have become an integral part of our daily lives, with a rapidly growing number on
YouTube, Netflix, and TikTok serving as testimony to their widespread popularity. Behind the …

Abstract Language is a powerful tool for communication and coordination, allowing us to
share thoughts, ideas, and instructions with others. Accordingly, enabling people to …

Address parsing is the process of splitting an address string into its different address
components, such as street name, street number, et cetera. Address parsing has been quite …