AI 연구 논문 데일리

번역이 포함된 일일 선별된 AI 연구 논문

에이전트 혼합(Mixture-of-Agents)이 대형 언어 모델의 능력을 향상시킨다
Mixture-of-Agents Enhances Large Language Model Capabilities

Junlin Wang, Jue Wang, Ben Athiwaratkun, Ce Zhang, James Zou•Jun 7, 2024•603

CRAG - 종합 RAG 벤치마크
CRAG -- Comprehensive RAG Benchmark

Xiao Yang, Kai Sun, Hao Xin, Yushi Sun, Nikita Bhalla, Xiangsen Chen, Sajal Choudhary, Rongze Daniel Gui, Ziran Will Jiang, Ziyu Jiang, Lingkun Kong, Brian Moran, Jiaqi Wang, Yifan Ethan Xu, An Yan, Chenyu Yang, Eting Yuan, Hanwen Zha, Nan Tang, Lei Chen, Nicolas Scheffer, Yue Liu, Nirav Shah, Rakesh Wanga, Anuj Kumar, Wen-tau Yih, Xin Luna Dong•Jun 7, 2024•497

WildBench: 실 사용자들의 도전적인 과제를 통해 LLM 벤치마킹하기
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild

Bill Yuchen Lin, Yuntian Deng, Khyathi Chandu, Faeze Brahman, Abhilasha Ravichander, Valentina Pyatkin, Nouha Dziri, Ronan Le Bras, Yejin Choi•Jun 7, 2024•311

GenAI Arena: 생성 모델을 위한 오픈 평가 플랫폼
GenAI Arena: An Open Evaluation Platform for Generative Models

Dongfu Jiang, Max Ku, Tianle Li, Yuansheng Ni, Shizhuo Sun, Rongqi Fan, Wenhu Chen•Jun 6, 2024•230

블랙박스 접근을 통한 대형 언어 모델 신뢰도 추정
Large Language Model Confidence Estimation via Black-Box Access

Tejaswini Pedapati, Amit Dhurandhar, Soumya Ghosh, Soham Dan, Prasanna Sattigeri•Jun 1, 2024•230

한 번의 탭으로 모든 오류를 수정합니다.
Proofread: Fixes All Errors with One Tap

Renjie Liu, Yanxiang Zhang, Yun Zhu, Haicheng Sun, Yuanbo Zhang, Michael Xuelin Huang, Shanqing Cai, Lei Meng, Shumin Zhai•Jun 6, 2024•150

NATURAL PLAN: 자연어 계획에 대한 LLM 벤치마킹
NATURAL PLAN: Benchmarking LLMs on Natural Language Planning

Huaixiu Steven Zheng, Swaroop Mishra, Hugh Zhang, Xinyun Chen, Minmin Chen, Azade Nova, Le Hou, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou•Jun 6, 2024•140

왜 스케일링에 따른 최첨단 AI 모델의 다운스트림 능력 예측은 여전히 어려운가?
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?

Rylan Schaeffer, Hailey Schoelkopf, Brando Miranda, Gabriel Mukobi, Varun Madan, Adam Ibrahim, Herbie Bradley, Stella Biderman, Sanmi Koyejo•Jun 6, 2024•90

C4: 통신 주도 접근법을 통한 대규모 병렬 훈련 효율성 향상
Boosting Large-scale Parallel Training Efficiency with C4: A Communication-Driven Approach

Jianbo Dong, Bin Luo, Jun Zhang, Pengcheng Zhang, Fei Feng, Yikai Zhu, Ang Liu, Zian Chen, Yi Shi, Hairong Jiao, Gang Lu, Yu Guan, Ennan Zhai, Wencong Xiao, Hanyu Zhao, Man Yuan, Siran Yang, Xiang Li, Jiamang Wang, Rui Men, Jianwei Zhang, Huang Zhong, Dennis Cai, Yuan Xie, Binzhang Fu•Jun 7, 2024•80