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Home/Authors/Joshua Ong Jun Leang

Joshua Ong Jun Leang

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

NLP×1

Frequent co-authors

Wai-Chung Kwan1×
Aryo Pradipta Gema1×
Pasquale Minervini1×

Research Timeline

2026
SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks

SCOPE introduces a data-free self-play framework that co-evolves a task-generating Challenger and a document-answering Solver, significantly improving open-ended performance on language models without requiring curated prompts.

Highlighted terms show continued research focus across papers

Papers

cs.CLRecentMay 29, 2026

SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks

Wai-Chung Kwan, Aryo Pradipta Gema, Joshua Ong Jun Leang, Pasquale Minervini

SCOPE introduces a data-free self-play framework that co-evolves a task-generating Challenger and a document-answering Solver, significantly improving open-ended performance on language models without…

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