Full-text search across titles & abstracts. Boolean: "deep learning" OR "neural network" -survey. Comma is ignored; use OR for alternatives.
Short research topic. At least 2 words.
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: Search queries are always generated by GPT 5.4 Mini. The model you select below is only used for article classification (relevance filtering).
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Other Version — BM25 Pipeline
Uses AST-based query parsing, application-level BM25 reranking, and progressive query relaxation for candidate collection. Same LLM classification as the original pipeline.
Short research topic. At least 2 words.
Same as original: LLM filters by topic + description together.
Query Generation: Always GPT 5.4 Mini.
Reasoning:
Versus — Pipeline Comparison
Runs both pipelines simultaneously with the same topic and description, then displays results side by side for comparison.