ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2505.19914
  4. Cited By
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
v1v2 (latest)

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles

26 May 2025
Jiangjie Chen
Qianyu He
Siyu Yuan
Aili Chen
Zhicheng Cai
W. Dai
Hongli Yu
Qiying Yu
Xuefeng Li
Jiaze Chen
Hao Zhou
Mingxuan Wang
    ReLMLRM
ArXiv (abs)PDFHTMLHuggingFace (44 upvotes)

Papers citing "Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles"

30 / 30 papers shown
SPHINX: A Synthetic Environment for Visual Perception and Reasoning
SPHINX: A Synthetic Environment for Visual Perception and Reasoning
Md Tanvirul Alam
Saksham Aggarwal
Justin Yang Chae
Nidhi Rastogi
ReLMLRM
311
0
0
25 Nov 2025
NSTR: Neural Spectral Transport Representation for Space-Varying Frequency Fields
NSTR: Neural Spectral Transport Representation for Space-Varying Frequency Fields
Plein Versace
157
0
0
23 Nov 2025
Scaling Implicit Fields via Hypernetwork-Driven Multiscale Coordinate Transformations
Scaling Implicit Fields via Hypernetwork-Driven Multiscale Coordinate Transformations
Plein Versace
AI4CE
290
0
0
23 Nov 2025
Think Visually, Reason Textually: Vision-Language Synergy in ARC
Think Visually, Reason Textually: Vision-Language Synergy in ARC
Beichen Zhang
Yuhang Zang
Xiaoyi Dong
Yuhang Cao
Haodong Duan
Dahua Lin
J. Wang
ReLMVLMLRM
336
0
0
19 Nov 2025
Skin-R1: Toward Trustworthy Clinical Reasoning for Dermatological Diagnosis
Skin-R1: Toward Trustworthy Clinical Reasoning for Dermatological Diagnosis
Zehao Liu
Wejieying Ren
Jipeng Zhang
Tianxiang Zhao
Jingxi Zhu
Xiaoting Li
V. Honavar
LRM
167
1
0
18 Nov 2025
RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
Zhiyuan Zeng
Hamish Ivison
Yiping Wang
Lifan Yuan
Shuyue Stella Li
...
S. Du
Natasha Jaques
Hao Peng
Pang Wei Koh
Hannaneh Hajishirzi
OffRLLRM
115
6
0
10 Nov 2025
The Era of Agentic Organization: Learning to Organize with Language Models
The Era of Agentic Organization: Learning to Organize with Language Models
Zewen Chi
Li Dong
Qingxiu Dong
Y. Hao
Xun Wu
Shaohan Huang
Furu Wei
AIFinLRMAI4CE
380
1
0
30 Oct 2025
NP-Engine: Empowering Optimization Reasoning in Large Language Models with Verifiable Synthetic NP Problems
NP-Engine: Empowering Optimization Reasoning in Large Language Models with Verifiable Synthetic NP Problems
Xiaozhe Li
Xinyu Fang
Shengyuan Ding
Linyang Li
Haodong Duan
Qingwen Liu
Kai Chen
OffRLLRM
106
1
0
18 Oct 2025
HardcoreLogic: Challenging Large Reasoning Models with Long-tail Logic Puzzle Games
HardcoreLogic: Challenging Large Reasoning Models with Long-tail Logic Puzzle Games
Jingcong Liang
Shijun Wan
Xuehai Wu
Yitong Li
Qianglong Chen
Duyu Tang
Siyuan Wang
Zhongyu Wei
ReLMLRM
164
0
0
14 Oct 2025
Studying the Korean Word-Chain Game with RLVR: Mitigating Reward Conflicts via Curriculum Learning
Studying the Korean Word-Chain Game with RLVR: Mitigating Reward Conflicts via Curriculum Learning
Donghwan Rho
LRM
133
0
0
03 Oct 2025
Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression
Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression
Joykirat Singh
Justin Chih-Yao Chen
Archiki Prasad
Elias Stengel-Eskin
A. Nambi
Mohit Bansal
OffRLLRM
120
0
0
02 Oct 2025
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
Y. Zeng
Hao Wu
Shiting Huang
Xikun Bao
Yukun Qi
...
Lin Chen
Zehui Chen
H. G. Chen
Wanli Ouyang
Feng Zhao
LRMVLM
178
3
0
01 Oct 2025
Towards an AI Musician: Synthesizing Sheet Music Problems for Musical Reasoning
Towards an AI Musician: Synthesizing Sheet Music Problems for Musical Reasoning
Zhilin Wang
Zhe Yang
Yun Luo
Yafu Li
Haoran Zhang
...
Yang Li
Runzhe Zhan
Yu Cheng
Jizhe Zhou
Yu Cheng
LRM
194
0
0
04 Sep 2025
Mirage or Method? How Model-Task Alignment Induces Divergent RL Conclusions
Mirage or Method? How Model-Task Alignment Induces Divergent RL Conclusions
Haoze Wu
Cheng Wang
Wenshuo Zhao
Junxian He
OffRL
129
3
0
28 Aug 2025
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
Zhipeng Chen
Xiaobo Qin
Y. Wu
Yue Ling
Qinghao Ye
Wayne Xin Zhao
Guang Shi
OffRL
159
59
0
14 Aug 2025
InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling
InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling
Peiji Li
Jiasheng Ye
Yongkang Chen
Yichuan Ma
Zijie Yu
...
Linyang Li
Qipeng Guo
Dahua Lin
Bowen Zhou
Kai Chen
LLMAGALMLRM
125
10
0
12 Aug 2025
Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success
Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success
George Bredis
Stanislav Dereka
Viacheslav Sinii
Ruslan Rakhimov
Daniil Gavrilov
VLM
118
0
0
06 Aug 2025
ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs
ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs
Feng He
Zijun Chen
Xinnian Liang
Tingting Ma
Yunqi Qiu
Shuangzhi Wu
Junchi Yan
LRM
290
1
0
18 Jun 2025
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Yiping Wang
Qing Yang
Zhiyuan Zeng
Liliang Ren
Liu Liu
...
Jianfeng Gao
Weizhu Chen
Shuaiqiang Wang
Simon Shaolei Du
Haoran Pan
OffRLReLMLRM
812
160
0
29 Apr 2025
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks
Yu Yue
Yufeng Yuan
Qiying Yu
Xiaochen Zuo
Ruofei Zhu
...
Ru Zhang
Xin Liu
Mingxuan Wang
Yonghui Wu
Lin Yan
OffRLLRM
553
141
0
07 Apr 2025
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback
Wei Shen
Guanlin Liu
Zheng Wu
Ruofei Zhu
Qingping Yang
Chao Xin
Yu Yue
Lin Yan
422
25
0
28 Mar 2025
Understanding R1-Zero-Like Training: A Critical Perspective
Understanding R1-Zero-Like Training: A Critical Perspective
Zichen Liu
Changyu Chen
Wenjun Li
Penghui Qi
Tianyu Pang
Chao Du
Wee Sun Lee
Jialin Li
OffRLLRM
523
600
0
26 Mar 2025
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Qiying Yu
Zheng Zhang
Ruofei Zhu
Yufeng Yuan
Xiaochen Zuo
...
Ya Zhang
Lin Yan
Mu Qiao
Yonghui Wu
Mingxuan Wang
OffRLLRM
627
1,006
0
18 Mar 2025
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for CodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhangchen Xu
Yang Liu
Yueqin Yin
Mingyuan Zhou
Radha Poovendran
ALMOffRL
436
50
0
04 Mar 2025
Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
Alon Albalak
Duy Phung
Nathan Lile
Rafael Rafailov
Kanishk Gandhi
...
Anikait Singh
Chase Blagden
Robert Z. Sparks
Dakota Mahan
Nick Haber
OffRLLRM
266
53
0
24 Feb 2025
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Tian Xie
Zitian Gao
Qingnan Ren
Haoming Luo
Yuqian Hong
Bryan Dai
Joey Zhou
Kai Qiu
Zhirong Wu
Chong Luo
ReLMOffRLLRM
363
161
0
21 Feb 2025
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models
C. Anderson
Francesca Lucchetti
Aleksander Boruch-Gruszecki
Jingmiao Zhao
Molly Q. Feldman
Joydeep Biswas
Federico Cassano
Zixuan Wu
ReLMELMLRM
342
8
0
03 Feb 2025
Kimi k1.5: Scaling Reinforcement Learning with LLMs
Kimi k1.5: Scaling Reinforcement Learning with LLMs
Kimi Team
Angang Du
Bofei Gao
Bowei Xing
Changjiu Jiang
...
Zihao Huang
Ziyao Xu
Zhiyong Yang
Zonghan Yang
Zongyu Lin
OffRLALMAI4TSVLMLRM
993
692
0
22 Jan 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
OffRLAI4TSLRMReLMVLM
1.2K
5,342
0
22 Jan 2025
Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning
Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical ReasoningInternational Conference on Neural Information Processing (ICONIP), 2023
Qiming Bao
Gaël Gendron
A. Peng
Wanjun Zhong
N. Tan
Yang Chen
Michael Witbrock
Qingbin Liu
LRMELM
478
6
0
20 Jan 2025
1