Discovery & Synthesis

From a question to a literature review.

Search the world's literature in one box, follow the citation graph to find what you missed, then turn a pile of papers into a structured comparison table — automatically.

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transformer attention mechanisms3 sources

Attention is all you need

Vaswani et al. · 2017 · 98k cites

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Deep residual learning for image recognition

He et al. · 2015 · 210k cites

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BERT: pre-training of deep bidirectional transformers

Devlin et al. · 2019 · 92k cites

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AI synthesis matrix

PaperMethodKey finding
Vaswani 2017TransformerSelf-attention > RNN
He 2015Residual netsDepth w/o degradation

One search, every database

Query Semantic Scholar, OpenAlex and CrossRef at once — deduped and ranked by citation count. Add anything to your library in a click.

Follow the citation graph

From any paper, jump to its references, the papers that cite it, and related work — so you find the foundational and the cutting-edge.

AI synthesis matrix

Pick a handful of papers and Folio extracts method, sample, findings and limitations into a structured table you can drop straight into your manuscript.

Grounded, every cell cited

Each cell of the matrix is grounded to its source — a literature review you can trust, not a hallucinated summary.

How it works

01

Search

Type your question once. Folio queries Semantic Scholar, OpenAlex and CrossRef together, dedupes, and ranks by citation count.

02

Follow the trail

From any paper, jump to its references, the papers that cite it, and related work — surfacing both the seminal and the brand-new.

03

Synthesize

Select a handful of papers and Folio builds a structured comparison matrix you can drop straight into your manuscript.

What you get

One search across Semantic Scholar, OpenAlex & CrossRef
Deduplicated & ranked by citation count
References, cited-by & related work
One-click add to library (auto-embedded)
AI synthesis matrix: method · sample · findings · limitations
Every cell grounded to its source
Inserts as a cited, captioned table
Survives DOCX export

Questions, answered

Which databases does it search?

Semantic Scholar, OpenAlex and CrossRef at once — merged, deduplicated and ranked, so you’re not running the same query in three different places.

Is the synthesis matrix trustworthy?

Each cell is extracted from and grounded to its source paper — it’s a structured reading aid, not a free-form summary that might drift from the source.

Can I use the matrix in my paper?

Yes — it inserts as a captioned, cited table in your manuscript and exports cleanly with your document.

Which plan includes Discovery?

Discovery & Synthesis are part of the Fellow and Chair plans.

Find everything. Miss nothing.

Start free and let Folio surface the work that matters.

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