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🎲 Efficient Java implementation of the probabilistic Earley algorithm to parse Stochastic Context Free Grammars (SCFGs)

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Dear colleagues, I'm exploring a good Earley parsers for writing cf-grammars, and this one seems to be friendly for me. Could you tell please, does this parser allow to write...

Ensure that the probabilities in a SCFG are proper and consistent as defined in Booth and Thompson (1973), and that the grammar contains no useless nonterminals (ones that can never...

enhancement
help wanted

Suppose you have a grammar and a set of parsed sentences, we want to use [inside-outside](https://en.wikipedia.org/wiki/Inside%E2%80%93outside_algorithm) to estimate the most likely probability distribution for the grammar rules

enhancement
help wanted

The parser currently can't handle rules of the form ``` X → ε (p) ``` where ε is the empty string. See section 4.7 *Null Productions* on page 19 of...

enhancement
help wanted

Can you implement an error handling? In case of error, we can be insert correct token and using synchronizing token method. [7-parsing-error.pdf](https://github.com/digitalheir/java-probabilistic-earley-parser/files/730949/7-parsing-error.pdf)

enhancement