Search Articles
Optional. If provided, LLM filters by topic + description together. Otherwise only topic is used.
Tip: Use exclude, without, not, or unrelated to to filter out unwanted concepts (e.g. "exclude survey papers", "without reinforcement learning").
Query Generation Model:
Deterministic (seed=42, temperature=0)
Reasoning:
Thinking:
Query Version:
V2 adds a broader recall-oriented query alongside strict
The classifier model below is only used for relevance filtering, not query generation.
OpenAlex-assigned primary research topic per work.
Top 500 sources by publication count.
Heuristic: source contains "conference / proceeding / congress / symposium / workshop" → conference.