Unleashing the Potential of Language Models: Exploring the Pros and Cons of Generating Structured Text

The Power and Pitfalls of Language Models in Generating Structured Text Language models have become increasingly sophisticated, enabling them to generate text that adheres to specific structures and formats. This capability has found applications in various fields, including natural language understanding, code generation, and data extraction. However, there are both advantages and potential drawbacks to using language models for generating structured text. One major advantage of language models (LLMs) lies in their calibrated probability distribution, which allows for the generation of diverse yet coherent responses.