Gpt (generative pre-trained transformer)–a comprehensive review on enabling technologies, potential applications, emerging challenges, and future directions

G Yenduri, M Ramalingam, GC Selvi, Y Supriya… - IEEE …, 2024 - ieeexplore.ieee.org
The Generative Pre-trained Transformer (GPT) represents a notable breakthrough in the
domain of natural language processing, which is propelling us toward the development of …

How ai processing delays foster creativity: Exploring research question co-creation with an llm-based agent

Y Liu, S Chen, H Cheng, M Yu, X Ran, A Mo… - Proceedings of the CHI …, 2024 - dl.acm.org
Developing novel research questions (RQs) often requires extensive literature reviews,
especially in interdisciplinary fields. To support RQ development through human-AI co …

Scideator: Human-LLM Scientific Idea Generation Grounded in Research-Paper Facet Recombination

M Radensky, S Shahid, R Fok, P Siangliulue… - arXiv preprint arXiv …, 2024 - arxiv.org
The scientific ideation process often involves blending salient aspects of existing papers to
create new ideas. To see if large language models (LLMs) can assist this process, we …

IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback

K Pu, KJ Feng, T Grossman, T Hope, BD Mishra… - arXiv preprint arXiv …, 2024 - arxiv.org
Research ideation involves broad exploring and deep refining ideas. Both require deep
engagement with literature. Existing tools focus primarily on idea broad generation, yet offer …

DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study

J Li, C He, J Hu, B Jia, AY Halevy, X Ma - Proceedings of the CHI …, 2024 - dl.acm.org
Elicitation diary studies, a type of qualitative, longitudinal research method, involve
participants to self-report aspects of events of interest at their occurrences as memory cues …

Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research

S Takagi - arXiv preprint arXiv:2312.03497, 2023 - arxiv.org
This paper engages in a speculative exploration of the concept of an artificial agent capable
of conducting research. Initially, it examines how the act of research can be conceptually …