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NLP NLG - Coggle Diagram
NLP NLG
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NLG
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2 approaches : From Scratch: Generating sentences entirely without templates. / Template Generation: Using predefined templates and filling in relevant information.
Template-based generation is easier for machines and often used in practical applications (e.g., financial markets).
Challenges
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Deeper, generalized reasoning remains a challenge.
Example: Building a butler-like system that can infer actions based on context (e.g., someone having a headache).
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nlp benefits and rules
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While fully understanding language like humans remains challenging, NLP can solve specific problems.
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AI's ROLE
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It aids decision-making, improves efficiency, and enhances legal practice.
While AI won't replace attorneys, it significantly impacts legal processes1 2.
Example 1: Generative AI
ChatGPT uses natural language generation (NLG) to produce documents. This kind of AI-enabled storytelling can communicate insights from structured data in a natural way that is easy for people to understand.