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2506.12538
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RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
14 June 2025
Shuo Yang
Yuqin Dai
Guoqing Wang
Xinran Zheng
Jinfeng Xu
Jinze Li
ZhenZhe Ying
Weiqiang Wang
Edith C. -H. Ngai
HILM
LRM
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Papers citing
"RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking"
5 / 5 papers shown
A Longitudinal Measurement of Privacy Policy Evolution for Large Language Models
Zhen Tao
Shidong Pan
Zhenchang Xing
Emily Black
Talia B. Gillis
Chunyang Chen
AILaw
92
0
0
24 Nov 2025
A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications
Minhua Lin
Zongyu Wu
Zhichao Xu
Hui Liu
Xianfeng Tang
Qi He
Charu C. Aggarwal
Hui Liu
Xiang Zhang
Suhang Wang
AI4TS
LRM
550
1
0
19 Oct 2025
Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward
Yong Deng
Guoqing Wang
ZhenZhe Ying
Xiaofeng Wu
Jinzhen Lin
...
Yang Qin
Yuan Wang
Quanxing Zha
Sunhao Dai
Changhua Meng
LRM
249
14
0
18 Aug 2025
Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning
Yuqin Dai
Shuo Yang
Guoqing Wang
Yong Deng
Zhanwei Zhang
...
Changhua Meng
Can Yi
Yuchen Zhou
Weiqiang Wang
Shuai Lu
140
3
0
11 Aug 2025
A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges
Yunjia Xi
Jianghao Lin
Yongzhao Xiao
Zheli Zhou
Rong Shan
Te Gao
Jiachen Zhu
Weiwen Liu
Yong Yu
Weinan Zhang
LLMAG
ELM
291
17
0
03 Aug 2025
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