Large language models and knowledge graphs: Opportunities and challenges

JZ Pan, S Razniewski, JC Kalo, S Singhania… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have taken Knowledge Representation--and the world--by
storm. This inflection point marks a shift from explicit knowledge representation to a renewed …

Enabling conversational interaction with mobile ui using large language models

B Wang, G Li, Y Li - Proceedings of the 2023 CHI Conference on Human …, 2023 - dl.acm.org
Conversational agents show the promise to allow users to interact with mobile devices using
language. However, to perform diverse UI tasks with natural language, developers typically …

An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions

J Shi, R Jain, H Doh, R Suzuki, K Ramani - arXiv preprint arXiv …, 2023 - arxiv.org
Generative AI (GenAI) has shown remarkable capabilities in generating diverse and realistic
content across different formats like images, videos, and text. In Generative AI, human …

Cells, generators, and lenses: Design framework for object-oriented interaction with large language models

TS Kim, Y Lee, M Chang, J Kim - Proceedings of the 36th Annual ACM …, 2023 - dl.acm.org
Large Language Models (LLMs) have become the backbone of numerous writing interfaces
with the goal of supporting end-users across diverse writing tasks. While LLMs reduce the …

Dapie: Interactive step-by-step explanatory dialogues to answer children's why and how questions

Y Lee, TS Kim, S Kim, Y Yun, J Kim - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Children acquire an understanding of the world by asking “why” and “how” questions.
Conversational agents (CAs) like smart speakers or voice assistants can be promising …

Beyond Instructions: A Taxonomy of Information Types in How-to Videos

S Yang, S Kwak, J Lee, J Kim - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
How-to videos are rich in information—they not only give instructions but also provide
justifications or descriptions. People seek different information to meet their needs, and …

KNOWNET: Guided Health Information Seeking from LLMs via Knowledge Graph Integration

Y Yan, Y Hou, Y Xiao, R Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The increasing reliance on Large Language Models (LLMs) for health information seeking
can pose severe risks due to the potential for misinformation and the complexity of these …

Complex QA and language models hybrid architectures, Survey

X Daull, P Bellot, E Bruno, V Martin… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper reviews the state-of-the-art of language models architectures and strategies for"
complex" question-answering (QA, CQA, CPS) with a focus on hybridization. Large …

" Connected to the people": Social Inclusion & Cohesion in Action through a Cultural Heritage Digital Tool

V Nisi, P Bala, V Cesário, S James, A Del Bue… - Proceedings of the …, 2023 - dl.acm.org
Current cultural policies are evolving from social inclusion (removing barriers and promoting
equality for participation in culture) to social cohesion (fostering solid bonds between groups …

Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI

S Palani, G Ramos - Proceedings of the 16th Conference on Creativity & …, 2024 - dl.acm.org
Creative practitioners (like designers, software developers, and architects) have started to
employ Generative AI models (GenAI) to produce text, images, and assets comparable to …