What Are Some Challenges in Using NLP for Catalysis Research?
While NLP offers significant advantages, there are several challenges associated with its application in catalysis research. One major challenge is the complexity and specificity of scientific language used in catalysis literature. This often requires the development of specialized algorithms and models that can accurately interpret and extract relevant information. Another challenge is the availability and quality of annotated datasets to train NLP models, as catalysis research data can be highly specialized and not easily accessible.
