External pipelines · RISE project catalogue
PaperCoder (Paper2Code)
An ICLR 2026 multi-agent system (arXiv:2504.17192) that transforms a machine-learning paper into a working code repository via a three-stage pipeline (planning, analysis, code generation) with specialized agents per stage. Sits at the replication / code- generation block of the RISE pipeline, distinct from referee- simulation or drafting tools.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang
How studies reach it
No published study reaches it yet.
Disciplines it reaches
No study reaches it yet.
Solid: published studies. Light: examples.
Computed from the records on this site: what each study, template and specialist names as used, which study extends which, and who contributed what. 0 studies in total.
What it does
Explicitly targets the *paper-to-implementation* gap rather than paper-from-scratch authoring, and reports outperforming strong baselines on both Paper2Code and PaperBench evaluation suites. Ships its own benchmark datasets alongside the system.
- Focus
- replication
- Inputs
- target-paper
- Outputs
- code-repository, implementation-plan, analysis-report
- Architecture
- multi-agent, dag-orchestration, tool-use, artifact-versioning
- Maintained by
- Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang (KAIST)
- Started
- 2025
Description
Data model- Discipline
- Computer science
- Method family
- Replication
- Design
- not specified
- Research stage
- ReplicationResearch designCode generation
- Contributors
- Minju Seo; Jinheon Baek; Seongyun Lee; Sung Ju Hwang
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:paper2code · JSON
Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.
Bring it into the standard
A pipeline built outside E2ER can meet the standard by describing its steps as a template, attaching the floor of checks and publishing evaluation records. Its authors keep ownership and credit.