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Home/Authors/Yiling Ma

Yiling Ma

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

NLP×1AI×1

Frequent co-authors

Ziyu Chen1×
Yilun Zhao1×
Jiashuo Sun1×
Manasi Patwardhan1×
Arman Cohan1×

Research Timeline

2026
IdeaAnchor: Teaching LLMs to Turn Literature into Research Ideas

The paper introduces IdeaAnchor, a paradigm for training LLMs to perform research ideation using structured specifications.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIEmpiricalRecentOct 6, 2026

IdeaAnchor: Teaching LLMs to Turn Literature into Research Ideas

Ziyu Chen, Yilun Zhao, Jiashuo Sun, Yiling Ma +2 more

The paper introduces IdeaAnchor, a paradigm for training LLMs to perform research ideation using structured specifications.

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