To maximize the effectiveness of the space, we performed preliminary experiments by changing parameters in the definition of context in the distributional hypothesis, such as how the context around entities is distinguished, whether the whole of a sentence or limited windows around entities are used as context, etc.
we chose the settings in which right, left, and intervening contexts are distinguished.