Cover Image

Facets, Taxonomies, and Syntheses: Navigating Structured Representations in LLM-Assisted Literature Review

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fok, Raymond, Chang, Joseph Chee, Radensky, Marissa, Siangliulue, Pao, Bragg, Jonathan, Zhang, Amy X., Weld, Daniel S.
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Papers-to-Posts: Supporting Detailed Long-Document Summarization with an Interactive LLM-Powered Source Outline
by: Radensky, Marissa, et al.
Published: (2024)

Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation
by: Radensky, Marissa, et al.
Published: (2024)

Omakase: proactive assistance with actionable suggestions for evolving scientific research projects
by: Siangliulue, Pao, et al.
Published: (2026)

Literature-Grounded Novelty Assessment of Scientific Ideas
by: Shahid, Simra, et al.
Published: (2025)

Qlarify: Recursively Expandable Abstracts for Directed Information Retrieval over Scientific Papers
by: Fok, Raymond, et al.
Published: (2023)

IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback
by: Pu, Kevin, et al.
Published: (2024)

Cocoa: Co-Planning and Co-Execution with AI Agents
by: Feng, K. J. Kevin, et al.
Published: (2024)

LitPivot: Developing Well-Situated Research Ideas Through Dynamic Contextualization and Critique within the Literature Landscape
by: Kambhamettu, Hita, et al.
Published: (2026)

ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models
by: Newman, Benjamin, et al.
Published: (2024)

In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making
by: Fok, Raymond, et al.
Published: (2023)

Toward Living Narrative Reviews: An Empirical Study of the Processes and Challenges in Updating Survey Articles in Computing Research
by: Fok, Raymond, et al.
Published: (2025)

PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Papers
by: Lee, Yoonjoo, et al.
Published: (2024)

Social-RAG: Retrieving from Group Interactions to Socially Ground AI Generation
by: Wang, Ruotong, et al.
Published: (2024)

Mitigating Barriers to Public Social Interaction with Meronymous Communication
by: Soliman, Nouran, et al.
Published: (2024)

Augmenting Expert Cognition in the Age of Generative AI: Insights from Document-Centric Knowledge Work
by: Siu, Alexa, et al.
Published: (2025)

CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
by: Jansen, Peter, et al.
Published: (2025)

In search of verifiability: Explanations rarely enable complementary performance in AI‐advised decision making
by: Raymond Fok, et al.
Published: (2024)

How Conversational Structure and Style Shape Online Community Experiences
by: Weld, Galen, et al.
Published: (2025)

Perspectra: Choosing Your Experts Enhances Critical Thinking in Multi-Agent Research Ideation
by: Liu, Yiren, et al.
Published: (2025)

Reddit Rules and Rulers: Quantifying the Link Between Rules and Perceptions of Governance across Thousands of Communities
by: Leibmann, Leon, et al.
Published: (2025)

Perceptions of Moderators as a Large-Scale Measure of Online Community Governance
by: Weld, Galen, et al.
Published: (2024)

A Literature Review and Taxonomy of In-VR Questionnaire User Interfaces
by: Safikhani, Saeed, et al.
Published: (2024)

Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models
by: Fok, Raymond, et al.
Published: (2024)

Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review
by: Pang, Rock Yuren, et al.
Published: (2025)

From Verification Burden to Trusted Collaboration: Design Goals for LLM-Assisted Literature Reviews
by: Nogueira, Brenda, et al.
Published: (2025)

A Review of LLM-Assisted Ideation
by: Li, Sitong, et al.
Published: (2025)

Connecting the Dots: Surfacing Structure in Documents through AI-Generated Cross-Modal Links
by: Hwang, Alyssa, et al.
Published: (2026)

A Literature-based Visualization Task Taxonomy for Gantt Charts
by: Sakin, Sayef Azad, et al.
Published: (2024)

"It's Great Because It's Ran By Us": Empowering Teen Volunteer Discord Moderators to Design Healthy and Engaging Youth-Led Online Communities
by: Yoon, Jina, et al.
Published: (2025)

DexAssist: A Voice-Enabled Dual-LLM Framework for Accessible Web Navigation
by: Mehendale, Shridhar, et al.
Published: (2024)

TALES: A Taxonomy and Analysis of Cultural Representations in LLM-generated Stories
by: Bhagat, Kirti, et al.
Published: (2025)

LLM-Driven Optimization of HTML Structure to Support Screen Reader Navigation
by: Yu, Yaman, et al.
Published: (2025)

A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration
by: Gao, Jie, et al.
Published: (2024)

AI Risk Atlas: Taxonomy and Tooling for Navigating AI Risks and Resources
by: Bagehorn, Frank, et al.
Published: (2025)

Pedagogical Design Considerations for Mobile Augmented Reality Serious Games (MARSGs): A Literature Review
by: Nelson, Cassidy R., et al.
Published: (2024)

A Taxonomy of Questions for Critical Reflection in Machine-Assisted Decision-Making
by: Fischer, Simon W. S., et al.
Published: (2025)

Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows
by: Grunde-McLaughlin, Madeleine, et al.
Published: (2023)

How Can Haptic Feedback Assist People with Blind and Low Vision (BLV): A Systematic Literature Review
by: Jiang, Chutian, et al.
Published: (2024)

Identifying, Explaining, and Correcting Ableist Language with AI
by: Smith, Kynnedy Simone, et al.
Published: (2026)

"Nothing about us without us": Perspectives of Global Deaf and Hard-of-hearing Community Members on Sign Language Technologies
by: Atwell, Katherine, et al.
Published: (2025)