Applications and challenges for large language models: From data management perspective
Data management is indispensable for informed decision-making in the big data era. In the
meantime, Large Language Models (LLMs), equipped with billions of model parameters and …
meantime, Large Language Models (LLMs), equipped with billions of model parameters and …
[HTML][HTML] To prompt or not to prompt: Navigating the use of large language models for integrating and modeling heterogeneous data
Manually integrating data of diverse formats and languages is vital to many artificial
intelligence applications. However, the task itself remains challenging and time-consuming …
intelligence applications. However, the task itself remains challenging and time-consuming …
From large language models to databases and back: A discussion on research and education
In recent years, large language models (LLMs) have garnered increasing attention from both
academia and industry due to their potential to facilitate natural language processing (NLP) …
academia and industry due to their potential to facilitate natural language processing (NLP) …
Unstructured and structured data: Can we have the best of both worlds with large language models?
WC Tan - arXiv preprint arXiv:2304.13010, 2023 - arxiv.org
arXiv:2304.13010v2 [cs.DB] 5 Jul 2023 Page 1 arXiv:2304.13010v2 [cs.DB] 5 Jul 2023
Unstructured and structured data: Can we have the best of both worlds with large language …
Unstructured and structured data: Can we have the best of both worlds with large language …
Prompting Datasets: Data Discovery with Conversational Agents
Can large language models assist in data discovery? Data discovery predominantly
happens via search on a data portal or the web, followed by assessment of the dataset to …
happens via search on a data portal or the web, followed by assessment of the dataset to …
Integration of Large Language Models in Mobile Applications for Statutory Auditing and Finance.
S Robles-Serrano, J Rios-Perez… - Prospectiva (1692 …, 2024 - search.ebscohost.com
English In the current digital age, Artificial Intelligence, with an emphasis on large language
models, has gained prominence in various fields such as finance and tax auditing, offering …
models, has gained prominence in various fields such as finance and tax auditing, offering …
From Internet of Things to Internet of Data Apps
S Fu, S Ratnasamy - arXiv preprint arXiv:2309.04546, 2023 - arxiv.org
We introduce the Internet of Data Apps (IoDA), representing the next natural progression of
the Internet, Big Data, AI, and the Internet of Things. Despite advancements in these fields …
the Internet, Big Data, AI, and the Internet of Things. Despite advancements in these fields …
Integration of Large Language Models in Mobile Applications for Statutory Auditing and Finance
In the current digital age, Artificial Intelligence, with an emphasis on large language models,
has gained prominence in various fields such as finance and tax auditing, offering greater …
has gained prominence in various fields such as finance and tax auditing, offering greater …
Comquest: an Adaptive Crawler for User Comments on the Web
Z Chen - 2024 - scholarshare.temple.edu
This thesis introduces Comquest, an adaptive framework designed for the large-scale
collection and integration of user comments from the Web. User comments are featured on …
collection and integration of user comments from the Web. User comments are featured on …
[PDF][PDF] Comquest: Large Scale User Comment Crawling and Integration.
Z Chen, L He, A Mukherjee… - SIGMOD Conference …, 2024 - researchgate.net
User-generated content like comments are valuable sources for various downstream
applications. However, access to user comments data is often limited to specific platforms or …
applications. However, access to user comments data is often limited to specific platforms or …