LLM-Assisted Literature Review and Paper Writing
Definition: LLM-Assisted Literature Review
LLM-Assisted Literature Review
LLMs can assist with literature review:
- Search: Generate search queries from research questions
- Summarize: Extract key contributions from abstracts
- Compare: Create comparison tables across papers
- Synthesize: Identify research gaps and trends
Example: Automated Paper Comparison
Use an LLM to compare 5 papers on channel estimation.
Solution
Approach
prompt = f'''Compare these papers on channel estimation:
{abstracts}
Create a table with: Method, Dataset, Metrics, Key Result.'''