Phd - SLR - Sistemātiskais Literatūras apskats

Examples of SLR tables:

Examples of Finished SLR:

References shpuld be taken from (Do not use arxiv as reference)

Create and share with me SLR (Systematic Literature Review) table using Notion, Google Sheets etc:

Find datastets that have not yet reached 99-95% accuracy
Find SOTA (State of the Art) metrics and scalar values for each dataset
Find active research topics - data pre-processing, result post-processing, loss functions, data augementations, model architectures
Table columns
1. No. At least 30 scientific publictions
2. Year
3. Title
4. Keywords
5. Link to publication
6. Link to GitHub / HuggingFace if available
7. Otganization (university, company)
8. Citation count by year (Semantic schollar)
9. Data set (which have been used) - If there is no published information or data set information: NONE
10. Metrics and Results (used to determine the method performance on each dataset), if there are no exact results, then: NONE
11. Model (what is the model architecture), can also be a NON-DL model
12. Method (what is the main method being used)
13. Further Research (what is recommended for further study)

Best tool for reading PDFs (or find others using langchain):

Tool to access any publication:

Use these databases for searching papers:

Obligāti datu kopām pārmeklēt līdzīgas ar:

Mūsdienās vislabāk ar Deep Research rīkiem meklēt