ChatGPT has gained a huge popularity since its introduction. Its positive aspects have been reported through many media platforms, and some analyses even showed that ChatGPT …
X Liang, S Song, Z Zheng, H Wang, Q Yu, X Li… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) often exhibit deficient reasoning or generate hallucinations. To address these, studies prefixed with" Self-" such as Self-Consistency, Self-Improve, and …
Y Li, Y Huang, H Wang, X Zhang, J Zou… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated exceptional task-solving capabilities, increasingly adopting roles akin to human-like assistants. The broader integration of LLMs …
If machine learning models were to achieve superhuman abilities at various reasoning or decision-making tasks, how would we go about evaluating such models, given that humans …
Several studies showed that Large Language Models (LLMs) can answer medical questions correctly, even outperforming the average human score in some medical exams. However …
The success of language models has inspired the NLP community to attend to tasks that require implicit and complex reasoning, relying on human-like commonsense mechanisms …
The NLP community has recently shown a growing interest in leveraging Large Language Models (LLMs) for knowledge-intensive tasks, viewing LLMs as potential knowledge bases …
Y Kim, J Lee, S Kim, J Park, J Kim - Proceedings of the 29th International …, 2024 - dl.acm.org
Large language models (LLMs) with chat-based capabilities, such as ChatGPT, are widely used in various workflows. However, due to a limited understanding of these large-scale …
The staggering pace with which the capabilities of large language models (LLMs) are increasing, as measured by a range of commonly used natural language understanding …