We use with the dataset from SemEval-1 Task 4 on Classification of Semantic Relations between Nominals (Girju et al., 2009), which is the most popular dataset for our problem; using it allows for a direct comparison to state-of-the-art systems that were evaluated on it.
the ability to recognize semantic relations in text could potentially help many NLP applications.