Work

Knoll: Creating a Knowledge Ecosystem for Large Language Models

Year: 2025

Type: conference-paper

Abstract: Figure 1: Knoll enables an ecosystem of knowledge modules that enable end users to provide their large language model access to specific, local knowledge.Within this ecosystem, users can author new modules, share these modules with others, and incorporate modules created by the community (left).When querying an LLM, the model automatically incorporates relevant knowledge from the selected modules (right).

Source: ACM Symposium on User Interface Software and Technology (UIST)

DOI: 10.1145/3746059.3747711

Authors: Dora Zhao, Diyi Yang, Michael S. Bernstein

Institution: Stanford University

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

Funders: National Science Foundation, Alfred P. Sloan Foundation, Brown Institute for Media Innovation

Award: CAREER: Socially-Aware Language Technologies To Support People in Supporting Others for Better Online Communities