Interactive Design by Integrating a Large Pre-Trained Language Model and Building Information Modeling

S Jang, G Lee - Computing in Civil Engineering 2023, 2022 - ascelibrary.org
… and quality of their design outcomes. This study aims to explore the potential of integrating
large pre-trained language models with BIM to revolutionize the interactive design process in …

Pre-trained language models for interactive decision-making

S Li, X Puig, C Paxton, Y Du, C Wang… - … Neural Information …, 2022 - proceedings.neurips.cc
… derived from distributional statistics in large text corpora serve as … (masked or autoregressive)
language models to produce … We integrated an active data gathering procedure into the …

[PDF][PDF] Interactive Design Automation Framework Using Large Language Model and Past Data

PDM Akan - researchgate.net
integration possibilities of available LLM to the database within the framework for interactive
design in natural language… knowledge learned by the pre-trained model on a large, general-…

[HTML][HTML] A gpt-powered assistant for real-time interaction with building information models

D Fernandes, S Garg, M Nikkel, G Guven - Buildings, 2024 - mdpi.com
… Engineering), a Generative Pre-trained Transformer (GPT)-… 4, OpenAI’s advanced language
model, may present another challenge… Interactive Design by Integrating a Large Pre-Trained

Integrating Building Information Modelling (BIM) with ChatGPT, Bard, and similar generative artificial intelligence in the architecture, engineering, and construction …

N Rane, S Choudhary, J Rane - Bard, and similar generative …, 2023 - papers.ssrn.com
… Bard sophisticated language model, excels in natural language … Choose between utilizing
pre-trained models or fine-tuning them … Interactive Design by Integrating a Large Pre-Trained

Automated detailing of exterior walls using NADIA: Natural-language-based architectural detailing through interaction with AI

S Jang, G Lee, J Oh, J Lee, B Koo - Advanced Engineering Informatics, 2024 - Elsevier
… Learning building information modeling (BIM) systems has … The use of large language
models (LLMs) for schematic design … an interactive design detailing environment using natural …

… and answer system for building information modeling and artificial intelligence of things based on the bidirectional encoder representations from transformers model

TH Lin, YH Huang, A Putranto - Automation in Construction, 2022 - Elsevier
… for information searches in integrating BIM-AIOT using an intelligent question-and-answer
(QnA) system-based pre-trained language model for … to more interactive information searches. …

Bros: A pre-trained language model focusing on text and layout for better key information extraction from documents

T Hong, D Kim, M Ji, W Hwang, D Nam… - Proceedings of the AAAI …, 2022 - ojs.aaai.org
language model that hides tokens randomly and estimates the origins. After the publication
of LayoutLM, several pre-trained models have been tried to additionally integrate … from huge

Question-answering framework for building codes using fine-tuned and distilled pre-trained transformer models

X Xue, J Zhang, Y Chen - Automation in Construction, 2024 - Elsevier
… The training objective for this process frequently integrates a … transformer-based language
model through a meticulously … deep learning for building information question and answering, …

[PDF][PDF] Towards a copilot in BIM authoring tool using large language model based agent for intelligent human-machine interaction

C Du, S Nousias, A Borrmann - … . of the 31th Int. Conference on …, 2024 - mediatum.ub.tum.de
… and autonomously execute appropriate workflows in BIM design … In a case study, we
demonstrate the seamless integration of … However, it also shows that LLMs pre-trained on massive