Context you can follow
BERT connects to Jacob Devlin and its co-authors. Each record gives you a way to explore the people and work behind a result.
THE BZPEER PLATFORM
FOR RESEARCHERS REVIEWING A NEW TOPIC
From a question.
To a grounded
research brief.
Connect papers and authors, weigh findings against limitations, and leave with a sourced conclusion and a concrete next step.
Four real papers. One complete evidence brief. No sign-in.
01 / THE PROBLEMThe papers are open.
The papers are open.
The reasoning is scattered.
A literature review takes more than finding relevant papers. You need to connect results, check their limits and explain why each source belongs in your argument.
THE BZPEER WORKFLOW
Keep the question connected to its evidence.
Move from a paper to its authors and research context. Keep findings and counterevidence together, then share the brief behind your conclusion.
- 01 Find the work
- 02 Inspect the context
- 03 Build the reasoning
02 / TRY A COMPLETE EXAMPLE
One question.
A complete research path.
A researcher is reviewing language-model evaluation. Follow BERT, its authors and four sources, then leave with a practical evaluation plan. All five steps happen here.
The source. The context.
The reason it matters.
Evidence with a role
BERT records benchmark gains. HANS challenges the leap to generalization. Keep both, with the distinction intact.
A conclusion you can revisit
The notes carry the findings, boundaries and next experiment into a public collection you can return to or share.
04 / THE FINISHED RESULTA real brief.
A real brief.
Ready to inspect.
Do better language benchmarks mean better generalization?
Read the public collectionFour annotated papers · Original sources linked · No sign-in
THE TAKEAWAY
Pair benchmark gains with tests of failure modes.
Use a matching benchmark, a targeted challenge set and examples from your own domain.
Historical example · Research from 2017–2020A world of research.
A more connected way in.
A more connected way in.
1M+publications indexed
900K+author records
Real papers. Original sources.
Author records represent indexed researchers, not registered users.
A FEW THINGS TO KNOWOpen the door.
Open the door.
Keep the context.
Can I explore without an account?
Yes. You can search the public catalog, open paper and researcher records, and explore research maps. An account lets you save work, build collections and personalize your feed.
Does BZPEER provide every paper’s full text?
BZPEER connects you to the original source and links to open-access full text when available. Access to other full texts depends on the publisher or repository.
What does a connection on the map mean?
Connections can represent authorship, topics and other research relationships. A connection helps you explore context; it is not, by itself, evidence that a paper supports a scientific claim.
Can I publish my own work?
Yes. With an account, you can draft and publish work with metadata, references, formulas and versions. Publishing a work on BZPEER does not mean it has been peer reviewed; reviews and discussion are separate contributions.
Bring one question.
Build your own brief.
Explore the catalog freely. Create an account to save papers and build your collection.