Collections workspace

Discover curated research

Save papers, organize evidence and share a reading list with your team.

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3public collections

2topic-linked collections

2evidence maps in play

About collections

Collection modes

What collections are for

Reading lists track what to open next. Evidence maps separate claims, support and contradictions. Shared collections give a team the same starting context.

0 workflow collections0 public collection(s) by you0 saved graph view(s)

Next moves

Build context you can act on

Start from searchFind papers, authors and topics worth pinning.Move into graphTurn a collection into a connected exploration slice.Review your feedSave papers from ranked recommendations into a curation track.Share with a roomUse curated context when a discussion needs a common starting point.

evidence map4 items

Language models: benchmark gains and their limits

Four foundational papers, one question: how far can benchmark results take us when choosing a language model? A public evidence map with findings, boundaries and an evaluation plan.

evidence map1 items

Scholarly Graph Core Papers

Canonical foundation set for entity resolution, graph-aware discovery and scientific interaction systems.

reading list1 items

Trust Calibration Reading List

Reading path for trust signals, review quality, moderation and feed ranking in research products.

Personal curation

Create an account to build your own reading lists and evidence maps

Public collections are browseable, but creating reading lists, evidence maps and saved graph views needs an account so every item stays attached to your research path.

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