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Home/Authors/Nianyi Lin

Nianyi Lin

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

NLP×1AI×1ML×1

Frequent co-authors

Jiajie Zhang1×
Lei Hou1×
Juanzi Li1×

Research Timeline

2026
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

LongTraceRL addresses long-context reasoning challenges by generating highly challenging training data and introducing a fine-grained rubric reward, significantly improving evidence-grounded reasoning in LLMs.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIcs.LGRecentMay 29, 2026

LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

Nianyi Lin, Jiajie Zhang, Lei Hou, Juanzi Li

LongTraceRL addresses long-context reasoning challenges by generating highly challenging training data and introducing a fine-grained rubric reward, significantly improving evidence-grounded reasoning…

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