LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models | Paper Citation Record

Observation ee94d858-5421-4682-82c3-a23559e4b9df · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 1

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Observation 7df2fb86-6cf9-48a0-be5c-c82780243a82 · outbound

This paper cites Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs

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This paper cites Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Reference 3

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This paper cites Advances in Neural Information Processing Systems , volume=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 4

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This paper cites Solving math word problems with process- and outcome-based feedback.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Solving math word problems with process- and outcome-based feedback

Reference 5

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This paper cites International Conference on Learning Representations , volume=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models International Conference on Learning Representations , volume=

Reference 6

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This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 7

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This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 8

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This paper cites arXiv preprint arXiv:2503.17287 , year=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2503.17287 , year=

Reference 9

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2506.06632 , year=

Reference 10

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This paper cites Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 11

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This paper cites Advances in Neural Information Processing Systems , volume=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 12

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 13

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2506.09016 , year=

Reference 14

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This paper cites Advances in Neural Information Processing Systems , volume=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in Neural Information Processing Systems , volume=

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This paper cites Advances in Neural Information Processing Systems , volume=.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 16

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2510.01037 , year=

Reference 17

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This paper cites Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 18

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2603.10887 , year=

Reference 19

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2505.14970 , year=

Reference 20

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This paper cites How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization.

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization

Reference 21

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Efficient Reinforcement Finetuning via Adaptive Curriculum Learning

Reference 22

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 23

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2510.01135 , year=

Reference 24

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning

Reference 25

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in neural information processing systems , volume=

Reference 26

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in neural information processing systems , volume=

Reference 27

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in neural information processing systems , volume=

Reference 29

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 30

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proximal Policy Optimization Algorithms

Reference 32

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 33

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Training Verifiers to Solve Math Word Problems

Reference 34

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Qwen2.5-Coder Technical Report

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Qwen2 Technical Report

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proceedings of the Twentieth European Conference on Computer Systems , pages=

Reference 38

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proceedings of the 29th symposium on operating systems principles , pages=

Reference 39

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Measuring Mathematical Problem Solving With the MATH Dataset

Reference 40

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Advances in neural information processing systems , volume=

Reference 41

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 42

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Hugging Face repository , volume=

Reference 43

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2509.10625 , year=

Reference 44

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 45

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 46

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 47

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2509.24711 , year=

Reference 48

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LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models arXiv preprint arXiv:2510.26374 , year=

Reference 49

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