Advanced arXiv Search Queries
The AI Research Assistant accepts arXiv search syntax when creating a research database. More precise queries can improve the relevance of papers retrieved during ingestion.
Search Fields
arXiv supports searching specific metadata fields.
| Field | Description | Example |
|---|---|---|
ti: |
Title | ti:"machine learning" |
abs: |
Abstract | abs:"machine learning" |
au: |
Author | au:"Geoffrey Hinton" |
cat: |
arXiv category | cat:cs.LG |
For example:
ti:"Julia"
searches for papers containing Julia in the title.
Boolean Operators
Search expressions can be combined using AND and OR.
AND
Use AND when both conditions should be present:
ti:"Julia" AND abs:"machine learning"
OR
Use OR when either condition may be present:
ti:"Julia" OR abs:"Julia"
Combining Fields
More precise searches can combine multiple fields and Boolean operators:
(ti:"Julia" OR abs:"Julia") AND
(ti:"machine learning" OR abs:"machine learning")
This searches for papers that mention Julia and machine learning in either the title or abstract.
You can also restrict results to a specific arXiv category:
(ti:"Julia" OR abs:"Julia") AND cat:cs.LG
Choosing a Query
A broad query such as:
machine learning
may retrieve many loosely related papers.
When building a focused research database, prefer field-specific queries that describe the topic as precisely as possible:
(ti:"hyperspectral" OR abs:"hyperspectral") AND
(ti:"subspace clustering" OR abs:"subspace clustering")
More restrictive queries generally improve relevance, but may return fewer papers.