Top 10 AI Research Papers to Read on 10.01.2024
Welcome to our AI research newsletter for October 1, 2024! In this edition, we spotlight the top 10 AI research papers pushing the boundaries of Artificial Intelligence across various industries. From enhancing enterprise applications with multi-document summarization to securing sensitive data within Large Language Models, these studies provide valuable insights into the future of AI. Join us as we explore innovations in healthcare, finance, telecommunications, and beyond.
- Analysis on Riemann Hypothesis with Cross Entropy Optimization and Reasoning by Kevin Li, Fulu Li
- Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications by Aditi Godbole, Jabin Geevarghese George, Smita Shandilya
- Trustworthy AI: Securing Sensitive Data in Large Language Models by Georgios Feretzakis, Vassilios S. Verykios
- AAPM: Large Language Model Agent-based Asset Pricing Models by Junyan Cheng, Peter Chin
- HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions by Xuhui Zhou, Hyunwoo Kim, Faeze Brahman, Liwei Jiang, Hao Zhu, Ximing Lu, Frank Xu, Bill Yuchen Lin, Yejin Choi, Niloofar Mireshghallah, Ronan Le Bras, Maarten Sap
- Behavioral Bias of Vision-Language Models: A Behavioral Finance View by Yuhang Xiao, Yudi Lin, Ming-Chang Chiu
- An adapted large language model facilitates multiple medical tasks in diabetes care by Lai Wei, Zhen Ying, Muyang He, Yutong Chen, Qian Yang, Yanzhe Hong, Jiaping Lu, Xiaoying Li, Weiran Huang, Ying Chen
- KodeXv0.1: A Family of State-of-the-Art Financial Large Language Models by Neel Rajani, Lilli Kiessling, Aleksandr Ogaltsov, Claus Lang
- On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains by Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding
- Tele-LLMs: A Series of Specialized Large Language Models for Telecommunications by Ali Maatouk, Kenny Chirino Ampudia, Rex Ying, Leandros Tassiulas
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