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Given the rapid evolution of transformer models, it is crucial to have timely access to the latest findings.
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A highly flexible and efficient paper management system is necessary for researchers to capture the newest trends.
- Functionality:
- retrieve relevant papers based on user query
- API Supported:
- arXiv
- google scholar
- semantic scholar
- Results Storage:
- Save metadata to CSV file
- Save metadata to Zotero
- Functionality:
- further narrow down search results based on specific criteria
- Fine-grained filters:
- Authors: Filter results by specifying one or more authors.
- Publication Year: Limit search results to a specific year or range of years.
- Publisher: Filter papers by the conference or journal.
- Affiliation: Search for papers based on the affiliations of the authors.
- Custom Keywords: defined by user
- Functionality:
- Automatically generate references in any desired format.
- Functionality:
- Retrieve metadata of papers that cite a specific paper
- Functionality:
- Build a customized survey table to summarize papers
- Customization:
- Allow users to define specific columns in the survey table, tailored to their research needs
- Each column will contain specific information extracted from the papers
- Example:
- Takeaway: Key takeaway messages or conclusions from the paper
- Methodology: Brief description of the methodologies used in the research
- Functionality:
- The agent will periodically (daily, weekly, or as specified) run these preset searches and save the results
- Users will be notified of newly retrieved papers via email
- (5) Implement the basic function: retrive papers based on user query
- (6) Implement fine-grained filters
- (7) Implement reference generation & citing paper retrival
- (8) Implement survey table generation
- (9) Implement automatic updates
- (10) Ensure CI/CD is robust and dockerizes & Documentation and Clean up