While existing video benchmarks largely consider specialized downstream tasks like
retrieval or question-answering (QA) contemporary multimodal AI systems must be capable …

As a complex task that requires rich information input, features from various aspects have
been utilized in event extraction. However, most of the previous works ignored the value of …

Abstract Information extraction has led the way for event detection from text for many years.
Recent advances in neural models, such as Large Language Models (LLMs) and Vision …