External pipelines · RISE project catalogue
ResearchAgent (NAACL 2025)
The NAACL 2025 reference implementation (arXiv:2404.07738) of *iterative research idea generation over scientific literature*. Starting from a core paper, the system retrieves related work and entities, proposes a research problem, and refines it via parallel multi-criteria reviews from LLM reviewer agents.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, 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
Among the earliest peer-reviewed treatments of agentic ideation *grounded in literature*, with an explicit multi-reviewer feedback loop and a paper+entity knowledge store. Useful as a methodological reference for the catalog's ideation-focused projects rather than as a turnkey product.
- Focus
- ideation
- Inputs
- seed-paper-ids, knowledge-store
- Outputs
- research-problem, method-proposal, experiment-design, review-scores
- Architecture
- multi-agent, tool-use, rag-knowledge-base, iterative-loop
- Maintained by
- Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang
- Started
- 2025
Description
Data model- Discipline
- General
- Method family
- not specified
- Design
- not specified
- Research stage
- Literature discoveryResearch questionHypothesesResearch design
- Contributors
- Jinheon Baek; Sujay Kumar Jauhar; Silviu Cucerzan; Sung Ju Hwang
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:researchagent · 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.