AI研究論文每日精選

每日精選AI研究論文及翻譯

在建構視覺語言模型時有哪些重要事項？
What matters when building vision-language models?

Hugo Laurençon, Léo Tronchon, Matthieu Cord, Victor Sanh•May 3, 2024•1043

RLHF 工作流程：從獎勵建模到線上 RLHF
RLHF Workflow: From Reward Modeling to Online RLHF

Hanze Dong, Wei Xiong, Bo Pang, Haoxiang Wang, Han Zhao, Yingbo Zhou, Nan Jiang, Doyen Sahoo, Caiming Xiong, Tong Zhang•May 13, 2024•715

SUTRA：可擴展多語言語言模型架構
SUTRA: Scalable Multilingual Language Model Architecture

Abhijit Bendale, Michael Sapienza, Steven Ripplinger, Simon Gibbs, Jaewon Lee, Pranav Mistry•May 7, 2024•402

SambaNova SN40L：通過數據流和專家組合來擴展人工智慧記憶壁
SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Karen Li, Yongning Sheng, Joshua Brot, Denis Sokolov, Apurv Vivek, Calvin Leung, Arjun Sabnis, Jiayu Bai, Tuowen Zhao, Mark Gottscho, David Jackson, Mark Luttrell, Manish K. Shah, Edison Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Dawei Huang, Sumti Jairath, Kevin J. Brown, Kunle Olukotun•May 13, 2024•280

MS MARCO Web Search：一個包含數百萬真實點擊標籤的大規模資訊豐富的網頁數據集
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang•May 13, 2024•221

Plot2Code：一個全面的基準測試，用於評估多模態大型語言模型在從科學圖中生成程式碼的能力。
Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots

Chengyue Wu, Yixiao Ge, Qiushan Guo, Jiahao Wang, Zhixuan Liang, Zeyu Lu, Ying Shan, Ping Luo•May 13, 2024•214

Piccolo2：具有多任務混合損失訓練的通用文本嵌入
Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Junqin Huang, Zhongjie Hu, Zihao Jing, Mengya Gao, Yichao Wu•May 11, 2024•211

LogoMotion：視覺基礎的程式碼生成，用於內容感知動畫
LogoMotion: Visually Grounded Code Generation for Content-Aware Animation

Vivian Liu, Rubaiat Habib Kazi, Li-Yi Wei, Matthew Fisher, Timothy Langlois, Seth Walker, Lydia Chilton•May 11, 2024•192

大型語言模型作為規劃領域生成器
Large Language Models as Planning Domain Generators

James Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi•Apr 2, 2024•142