System and method for language independent iterative learning mechanism for nlp tasks

A system for language independent iterative learning mechanism for Natural Language Processing (NLP) tasks, the system comprising:

• a processor;
• and
• a memory communicatively coupled to the processor, wherein the memory stores processor instructions, which, on execution, causes the processor to:
• identify at least one NLP feature associated with a set of words within a sentence for an NLP task;
• identify a linkage relationship between each subset of two adjacent words within the set of words;
• create a pattern associated with the sentence for the NLP task, based on the at least one NLP feature associated with the set of words and the linkage relationship between each subset of two adjacent words;
• compute a confidence score corresponding to the pattern, based on a comparison within a trained dataset;
• assign a pattern category to the pattern, based on the confidence score and a predefined threshold score, wherein the pattern category corresponds to the NLP task;
• and
• execute the NLP task based on the assigned pattern category.

A non-transitory computer-readable storage medium having stored thereon, a set of computer-executable instructions causing a computer comprising one or more processors to perform steps comprising:

• identifying at least one NLP feature associated with a set of words within a sentence for an NLP task;
• identifying a linkage relationship between each subset of two adjacent words within the set of words;
• creating a pattern associated with the sentence for the NLP task, based on the at least one NLP feature associated with the set of words and the linkage relationship between each subset of two adjacent words;
• computing a confidence score corresponding to the pattern, based on a comparison within a trained dataset;
• assigning a pattern category to the pattern, based on the confidence score and a predefined threshold score, wherein the pattern category corresponds to the NLP task;
• and
• executing the NLP task based on the assigned pattern category.