Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing
Large language models, pivotal in artificial intelligence, find diverse applications. ChatGPT (Chat Generative Pre-trained Transformer), an OpenAI creation, stands out as a widely adopted, powerful tool. It excels in chatbots, content generation, language translation, recommendations, and medical applications, due to its ability to generate human-like responses, comprehend natural language, and adapt contextually. Its versatility and accuracy make it a potent force in natural language processing (NLP). Despite successes, ChatGPT has limitations, including biased responses and potential reinforcement of harmful language patterns. This article offers a comprehensive overview of ChatGPT, detailing its applications, advantages, and limitations. It also describes the main advancements from GPT-3 to GPT-4 Omni, comparing them with other LLMs like LLaMA 3, Gemini and Deepseek. The paper underscores the ethical imperative when utilizing this robust tool in practical settings. Furthermore, it contributes to ongoing discussions on artificial intelligence's impact on vision and NLP domains, providing insights into prompt engineering techniques.
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
The Chinese University of Hong Kong（香港中文大学）；Tongyi Lab, Alibaba Group（阿里云实验室）；Penn State University（宾夕法尼亚州立大学）；The Hong Kong University of Science（香港科学大学）
An Empirical Exploration of ChatGPT's Ability to Support Problem Formulation Tasks for Mission Engineering and a Documentation of its Performance Variability
University of Southern California（南加州大学）；Stevens Institute of Technology（史蒂文斯理工学院）；Virginia Tech（弗吉尼亚理工大学）
本文通过 NASA 太空任务设计挑战实证评估 ChatGPT-3.5 在任务工程问题表述中识别利益相关者的能力，发现其对人本利益相关者识别较好但对环境因素识别差、抽象层次保持不足且并行输出变异性大，表明其可靠性有限。
Unlocking Korean Verbs: A User-Friendly Exploration into the Verb Lexicon
Seoultech（首尔科技大学）；The University of British Columbia（不列颠哥伦比亚大学）；The Chinese University of Hong Kong（香港中文大学）；dot Inc.（42dot公司）；Seoul National University（首尔大学）；National Institute of Korean Language（韩国国立国语院）；KAIST（韩国科学技术院）；Anyang University（安阳大学）
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
University of California, Santa Barbara（加州大学圣芭芭拉分校）；University of California, Santa Cruz（加州大学圣克ruz分校）；University of California, Los Angeles（加州大学洛杉矶分校）；Purdue University（普渡大学）；LMSYS Org（LMSYS组织）；Microsoft（微软）
Rashid: A Cipher-Based Framework for Exploring In-Context Language Learning
Johns Hopkins University, Center for Language and Speech Processing（约翰霍普金斯大学语言与语音处理中心）；MaiNLP, Center for Information and Language Processing, LMU Munich（MaiNLP语言信息处理中心，慕尼黑大学）
