Chatgpt as your personal data scientist

MM Hassan, A Knipper, SKK Santu - arXiv preprint arXiv:2305.13657, 2023 - arxiv.org
The rise of big data has amplified the need for efficient, user-friendly automated machine
learning (AutoML) tools. However, the intricacy of understanding domain-specific data and …

The role of ChatGPT in data science: how ai-assisted conversational interfaces are revolutionizing the field

H Hassani, ES Silva - Big data and cognitive computing, 2023 - mdpi.com
ChatGPT, a conversational AI interface that utilizes natural language processing and
machine learning algorithms, is taking the world by storm and is the buzzword across many …

Conceptual modeling and large language models: impressions from first experiments with ChatGPT

HG Fill, P Fettke, J Köpke - Enterprise Modelling and Information …, 2023 - folia.unifr.ch
Since OpenAI publicly released ChatGPT in November 20221, many ideas have emerged
as to which applications this type of technology could support. At its core, ChatGPT is a …

Large language model as a user simulator

C Kong, Y Fan, X Wan, F Jiang, B Wang - arXiv preprint arXiv:2308.11534, 2023 - arxiv.org
The unparalleled performance of closed-sourced ChatGPT has sparked efforts towards its
democratization, with notable strides made by leveraging real user and ChatGPT …

Automl-gpt: Automatic machine learning with gpt

S Zhang, C Gong, L Wu, X Liu, M Zhou - arXiv preprint arXiv:2305.02499, 2023 - arxiv.org
AI tasks encompass a wide range of domains and fields. While numerous AI models have
been designed for specific tasks and applications, they often require considerable human …

ChatGPT: Fundamentals, applications and social impacts

M Abdullah, A Madain… - 2022 Ninth International …, 2022 - ieeexplore.ieee.org
Recent progress in large language models has pushed the boundaries of natural language
processing, setting new standards for performance. It is remarkable how artificial intelligence …

UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?

J Wang, Z Yao, A Mitra, S Osebe, Z Yang… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper presents UMASS_BioNLP team participation in the MEDIQA-Chat 2023 shared
task for Task-A and Task-C. We focus especially on Task-C and propose a novel LLMs …

Coupled context modeling for deep chit-chat: towards conversations between human and computer

R Yan, D Zhao - Proceedings of the 24th ACM SIGKDD international …, 2018 - dl.acm.org
To have automatic conversations between human and computer is regarded as one of the
most hardcore problems in computer science. Conversational systems are of growing …

Diaggpt: An llm-based chatbot with automatic topic management for task-oriented dialogue

L Cao - arXiv preprint arXiv:2308.08043, 2023 - arxiv.org
Large Language Models (LLMs), such as ChatGPT, are becoming increasingly
sophisticated, demonstrating capabilities that closely resemble those of humans. These AI …

DIALGEN: collaborative human-lm generated dialogues for improved understanding of human-human conversations

BR Lu, N Haduong, CH Lee, Z Wu, H Cheng… - arXiv preprint arXiv …, 2023 - arxiv.org
Applications that could benefit from automatic understanding of human-human
conversations often come with challenges associated with private information in real-world …