To better understand why we need neural networks to solve problems in natural language processing, we first need to understand why it’s really difficult to handle language.
To start off, we first look at the concept of acceptability judgement.
Acceptability judgement refers to judgements about whether a particular sentence is acceptable or not. For instance, judge whether a sentence is natural, semantically correct, or grammatically correct, etc.
To understand the concept better, let’s look at the following sentences: