The two approaches in parsing

There are mainly two views/approaches used to deal with parsing, which are as follows:

The rule-based approach

The probabilistic approach

This approach is based on rules/grammar

In this approach, you learn rules/grammar by using probabilistic models

Manual grammatical rules are coded down in CFG, and so on, in this approach

This uses observed probabilities of linguistic features

This has a top-down approach

This has a bottom-up approach

This approach includes CFG and Regex- based parser

This approach includes PCFG and the Stanford parser

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