Filip Ilievski

Systematic Study of Long Tail Phenomena in Entity Linking

2018 · VU Research Portal

State-of-the-art entity linkers achieve high accuracy scores with probabilistic methods. However,<br/>these scores should be considered in relation to the properties of the datasets they are evaluated<br/>on. Until now, there has not been a systematic investigation …

Utilizing Background Knowledge for Robust Reasoning over Traffic Situations

2022 · arXiv (Cornell University)

Understanding novel situations in the traffic domain requires an intricate combination of domain-specific and causal commonsense knowledge. Prior work has provided sufficient perception-based modalities for traffic monitoring, in this paper, we focus on a complementary …