AI-Assisted Research Paper Analysis Using Large Language Models (LLMs)

Prompt 1: Study the Uploaded Research Papers & Generate New Titles

Prompt:

Carefully analyze all the uploaded research papers and supplementary resources. Based on the central themes, methodologies, findings, and research objectives, generate five original, high-quality academic research paper titles that are novel, precise, and suitable for publication in peer-reviewed journals.

Prompt 2: Research Paper Introduction (600 Words)

Prompt:

After thoroughly reviewing all the uploaded research papers and reference materials, write a 600-word academic introduction for a research paper.
The introduction should:

• Establish the research context and background

• Highlight the importance of the study

• Clearly define the problem statement

• Mention key contributions of prior studies

• Maintain formal academic tone

Cite all referenced sources using APA citation style.

Prompt 3: Literature Survey / Literature Review Analysis (600 Words)

Prompt:

Conduct a comprehensive literature survey analysis based on the uploaded research papers.
Write a 600-word structured literature review that:

• Categorizes prior research thematically or methodologically

• Critically evaluates strengths and limitations of existing studies

• Identifies trends, patterns, and contradictions in the literature

Use APA-style in-text citations and references for all sources.

Prompt 4: Research Gap Identification (600 Words)

Prompt:

Analyze all provided research papers to identify research gaps.
Write a 600-word academic research gap analysis that:

• Clearly explains unresolved issues and limitations in existing research

• Highlights underexplored areas or methodological shortcomings

• Justifies the need for further investigation

Support all claims with APA-style citations from the uploaded sources.

Prompt 5: Comparative Literature Analysis & Conceptual Framework (600 Words)

Prompt:

Perform a comparative literature analysis of all uploaded research papers.
Write a 600-word analytical summary that:

• Compares theories, models, methods, and findings across studies

• Identifies similarities, differences, and evolution of concepts

• Proposes a conceptual development framework synthesizing insights from all sources

Additionally, describe a conceptual framework figure (in text form) suitable for inclusion in an academic paper.
Cite all sources in APA format.

Prompt 6: Discussion Section (600 Words)

Prompt:

Based on the findings and analyses of the uploaded research papers, write a 600-word academic discussion section that:

• Interprets key findings in relation to existing literature

• Explains theoretical and practical implications

• Addresses inconsistencies and notable observations

Ensure all arguments are supported with APA-style citations.

Prompt 7: Conclusion Section (600 Words)

Prompt:

Write a 600-word academic conclusion synthesizing insights from all the uploaded research papers.
The conclusion should:

• Summarize key findings and contributions

• Highlight research significance

• Discuss limitations

• Suggest future research directions

Use APA citation style where references are required.

Prompt 8: APA Reference List Generation

Prompt:

Extract all bibliographic details from the uploaded PDF research papers and generate a complete reference list formatted strictly according to APA guidelines.
Ensure accuracy in author names, publication year, titles, journal names, volume, issue, pages, and DOI (if available).