What are the Challenges in Entity Recognition for Nanotechnology?
Several challenges impede effective entity recognition in nanotechnology:
Terminology Variability: The domain-specific terminologies and jargon in nanotechnology can vary significantly, making it difficult for standard NER algorithms to identify entities accurately. Complexity of Names: The names of nanomaterials and compounds are often complex and long, which can confuse traditional NER systems. Contextual Ambiguity: Words in nanotechnology might have different meanings in different contexts, complicating the recognition process. Interdisciplinary Nature: Nanotechnology intersects with various fields such as biotechnology, physics, and materials science, adding to the complexity of entity recognition.
