Outline first semester report

[rachanahegde]

Here is the high level structure for first draft:

Section I. Introduction

• Overview of field
• Needs of writers
• Challenges of applying diffusion models to writing tasks and proposed solution
• Potential Contributions

Section II. Literature Review

1. Writer’s block and creative needs
2. AI Storyboarding software
3. Prompt recommendation tools
4. Sequential image generation for illustrating stories
5. LLMs for creative writing
6. Personalising diffusion models

Section III. User requirements

1. Formative Interviews a. Survey design: questions that were asked and structure of the interview b. Criteria for user requirement how semi-formal user interviews were conducted (via Zoom) c. Quotes from interview transcription and thematic analysis results
2. Initial user requirements and site map (problems: too many features, not focused on a research direction)
3. Test out using Sudowrite (writing application), GPT and Dall E for writing tasks to identify research challenges
4. Updated user requirements

Section IV. Methodology and Design Methodology: High level approach Design: More concrete - how interface looks

1. Selecting the LLM and Text to Image Generation Models
2. Choosing an approach for addressing image generation model limitations
3. Wireframe Design
4. User Interaction Flow

Section V. Future Work

1. Updated project timeline
   • Tools and technologies to learn
   • Building Prototype - The technology I will be using for this – i.e. React
   • User Testing and Evaluation
   • Describe user study design
   • Recruit participants – describe criteria for this
   • Conduct user study and analyse the results – mention the evaluation criteria and justification for selecting it

Section VI. Conclusion