Interactive HTML Interface

[ivanstepanovftw]

Technical Assignment (TA)

1. Interactive HTML Interface for Paraphrasing Prompts:

• Create an HTML intefrace with input field with "generate" button.
• Generate button should generate text in the position of cursor in the input field. The prompt for generation at this point splitted in the place of cursor in two parts. Prompt for generation is then constructed from second and first part. Model' prediction is then inserted into the HTML input in place of cursor.
• Input field allows a user to modify the prompt similar to the function in DeepL with a single mouse click on a word (see image below).
• Upon clicking a word, a list of the most probable words for substitution should be displayed.
• When a new token is selected, it should erase original word until newline, and the text generation should continue from this point until the next newline.

2. Experiment with Comparing Two Prompts:

• Develop a feature that allows comparing two prompts and their perplexity (a measure of uncertainty in a model's prediction).
• First input field is a prompt prepended to second prompt, second input field is an another prompt that will be present in all two prompts appended. For example, the first prompt will be a job description, the second prompt - a resume. That results in two prompts {resume} and {job description}{resume}.
• Highlight the tokens that are the most unexpected within the context of the resume with job description.