Evaluating human-ai collaboration: A review and methodological framework

G Fragiadakis, C Diou, G Kousiouris… - arxiv preprint arxiv …, 2024 - arxiv.org
The use of artificial intelligence (AI) in working environments with individuals, known as
Human-AI Collaboration (HAIC), has become essential in a variety of domains, boosting …

AI can help humans find common ground in democratic deliberation

MH Tessler, MA Bakker, D Jarrett, H Sheahan… - Science, 2024 - science.org
Finding agreement through a free exchange of views is often difficult. Collective deliberation
can be slow, difficult to scale, and unequally attentive to different voices. In this study, we …

Addressing bias in generative AI: Challenges and research opportunities in information management

X Wei, N Kumar, H Zhang - arxiv preprint arxiv:2502.10407, 2025 - arxiv.org
Generative AI technologies, particularly Large Language Models (LLMs), have transformed
information management systems but introduced substantial biases that can compromise …

[HTML][HTML] Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents

Y Liu, SK Lo, Q Lu, L Zhu, D Zhao, X Xu… - Journal of Systems and …, 2025 - Elsevier
Foundation model-enabled generative artificial intelligence facilitates the development and
implementation of agents, which can leverage distinguished reasoning and language …

Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant

G He, G Demartini, U Gadiraju - arxiv preprint arxiv:2502.01390, 2025 - arxiv.org
Since the explosion in popularity of ChatGPT, large language models (LLMs) have
continued to impact our everyday lives. Equipped with external tools that are designed for a …

Towards certifiable ai in aviation: landscape, challenges, and opportunities

H Bello, D Geißler, L Ray, S Müller-Divéky… - arxiv preprint arxiv …, 2024 - arxiv.org
Artificial Intelligence (AI) methods are powerful tools for various domains, including critical
fields such as avionics, where certification is required to achieve and maintain an …

DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration

C Zheng, Y Zhang, Z Huang, C Shi, M Xu… - Proceedings of the 37th …, 2024 - dl.acm.org
Interdisciplinary studies often require researchers to explore literature in diverse branches of
knowledge. Yet, navigating through the highly scattered knowledge from unfamiliar …

The Explanation That Hits Home: The Characteristics of Verbal Explanations That Affect Human Perception in Subjective Decision-Making

S Ferguson, PA Aoyagui, R Rizvi, YH Kim… - Proceedings of the …, 2024 - dl.acm.org
Human-AI collaborative decision-making can achieve better outcomes than either party
individually. The success of this collaboration can depend on whether the human decision …

Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering …

Q Zhu, D Wang, S Ma, AY Wang, Z Chen… - Proceedings of the …, 2024 - dl.acm.org
As AI technology continues to advance, the importance of human-AI collaboration becomes
increasingly evident, with numerous studies exploring its potential in various fields. One vital …

Fostering effective hybrid human-LLM reasoning and decision making

A Passerini, A Gema, P Minervini, B Sayin… - Frontiers in Artificial …, 2025 - frontiersin.org
The impressive performance of modern Large Language Models (LLMs) across a wide
range of tasks, along with their often non-trivial errors, has garnered unprecedented …