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2507.16812
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MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning
22 July 2025
Run-Ze Fan
Zengzhi Wang
Pengfei Liu
LRM
Re-assign community
ArXiv (abs)
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HuggingFace (45 upvotes)
Github (714★)
Papers citing
"MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning"
9 / 9 papers shown
SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent
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20 Nov 2025
Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning
Baolong Bi
Shenghua Liu
Yiwei Wang
Siqian Tong
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Jiafeng Guo
Xueqi Cheng
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266
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15 Nov 2025
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling
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Song Bai
Lidong Bing
Carson Chen
Guanzheng Chen
...
T. Zhao
Xizhou Zhu
Yanpeng Zhou
Y. Zhang
Zhi Zhu
LLMAG
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VLM
302
5
0
14 Nov 2025
MOSS: Efficient and Accurate FP8 LLM Training with Microscaling and Automatic Scaling
Yu Zhang
Hui-Ling Zhen
Mingxuan Yuan
Bei Yu
MQ
325
0
0
08 Nov 2025
AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis
Xuanzhong Chen
Zile Qiao
Guoxin Chen
L. Su
Zhen Zhang
Xinyu Wang
Pengjun Xie
Fei Huang
Jingren Zhou
Yong Jiang
LLMAG
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168
3
0
28 Oct 2025
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding
Wenkai Yang
Weijie Liu
Ruobing Xie
Yiju Guo
Lulu Wu
Saiyong Yang
Yankai Lin
LRM
127
1
0
16 Oct 2025
Demystifying Reinforcement Learning in Agentic Reasoning
Zhaochen Yu
Ling Yang
Jiaru Zou
Shuicheng Yan
Mengdi Wang
AI4TS
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269
6
0
13 Oct 2025
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping
Shuang Chen
Yue Guo
Yimeng Ye
Shijue Huang
Wenbo Hu
Haoxi Li
Manyuan Zhang
Jiayu Chen
Song Guo
Nanyun Peng
LRM
147
3
0
09 Oct 2025
Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense
Leitian Tao
I. Kulikov
Swarnadeep Saha
Tianlu Wang
Jing Xu
Yixuan Li
Jason Weston
Ping Yu
OffRL
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255
5
0
08 Oct 2025
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