Imagen de Portada

Dissecting Atomic Facts: Visual Analytics for Improving Fact Annotations in Language Model Evaluation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Schmidt, Manuel, Keim, Daniel A., Dennig, Frederik L.
Formato:	Preprint
Publicado:	2025
Materias:	Human-Computer Interaction
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Visual Boosting Techniques for Spatiotemporal Dense Pixel Visualizations
por: Rauscher, Julius, et al.
Publicado: (2026)

Comparative Evaluation of Animated Scatter Plot Transitions
por: Rodrigues, Nils, et al.
Publicado: (2024)

The Categorical Data Map: A Multidimensional Scaling-Based Approach
por: Dennig, Frederik L., et al.
Publicado: (2024)

Challenges and Opportunities for Visual Analytics in Jurisprudence
por: Fürst, Daniel, et al.
Publicado: (2024)

Feeling the Facts: Real-time Wearable Fact-checkers Can Use Nudges to Reduce User Belief in False Information
por: Gupta, Chitralekha, et al.
Publicado: (2026)

Fact Checking Chatbot: A Misinformation Intervention for Instant Messaging Apps and an Analysis of Trust in the Fact Checkers
por: Lim, Gionnieve, et al.
Publicado: (2024)

LCIP: Loss-Controlled Inverse Projection of High-Dimensional Image Data
por: Wang, Yu, et al.
Publicado: (2026)

The Perils & Promises of Fact-checking with Large Language Models
por: Quelle, Dorian, et al.
Publicado: (2023)

Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking
por: Warren, Greta, et al.
Publicado: (2025)

Learning to Generate and Evaluate Fact-checking Explanations with Transformers
por: Feher, Darius, et al.
Publicado: (2024)

Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI
por: Liu, Houjiang, et al.
Publicado: (2023)

Commenotes: Synthesizing Organic Comments to Support Community-Based Fact-Checking
por: Zhang, Shuning, et al.
Publicado: (2025)

Embodying Facts, Figures, and Faiths in Narrative Artistic Performances in Rural Bangladesh
por: Sultana, Sharifa, et al.
Publicado: (2026)

Characterizing AI Fact-Checkers and Their Contributions on Community Notes
por: Gong, Yilin, et al.
Publicado: (2026)

XAI in Automated Fact-Checking? The Benefits Are Modest and There's No One-Explanation-Fits-All
por: Lim, Gionnieve, et al.
Publicado: (2023)

Althea: Human-AI Collaboration for Fact-Checking and Critical Reasoning
por: Churina, Svetlana, et al.
Publicado: (2025)

A Multimedia Analytics Model for the Foundation Model Era
por: Worring, Marcel, et al.
Publicado: (2025)

ZoomTable: Interactive Exploration of Data Facts in Hierarchical Tables via Semantic Zooming
por: Chen, Qiyang, et al.
Publicado: (2026)

Reimagining Legal Fact Verification with GenAI: Toward Effective Human-AI Collaboration
por: Han, Sirui, et al.
Publicado: (2026)

HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs
por: Nguyen, Tin, et al.
Publicado: (2025)

Partisan Fact-Checkers' Warnings Can Effectively Correct Individuals' Misbeliefs About Political Misinformation
por: Lee, Sian, et al.
Publicado: (2025)

LEVA: Using Large Language Models to Enhance Visual Analytics
por: Zhao, Yuheng, et al.
Publicado: (2024)

The Impact and Opportunities of Generative AI in Fact-Checking
por: Wolfe, Robert, et al.
Publicado: (2024)

Visual Network Analysis in Immersive Environments: A Survey
por: Joos, Lucas, et al.
Publicado: (2025)

Factually: Exploring Wearable Fact-Checking for Augmented Truth Discernment
por: Gupta, Chitralekha, et al.
Publicado: (2025)

Veracity: An Open-Source AI Fact-Checking System
por: Curtis, Taylor Lynn, et al.
Publicado: (2025)

Characterizing Grounded Theory Approaches in Visualization
por: Diehl, Alexandra, et al.
Publicado: (2022)

VisMoDAl: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models
por: Wang, Huanchen, et al.
Publicado: (2025)

Visual Compositional Data Analytics for Spatial Transcriptomics
por: Hägele, David, et al.
Publicado: (2024)

Generating Analytic Specifications for Data Visualization from Natural Language Queries using Large Language Models
por: Sah, Subham, et al.
Publicado: (2024)

Visualization Generation with Large Language Models: An Evaluation
por: Wang, Xinyu, et al.
Publicado: (2024)

Sometimes You Need Facts, and Sometimes a Hug: Understanding Older Adults' Preferences for Explanations in LLM-Based Conversational AI Systems
por: Mathur, Niharika, et al.
Publicado: (2025)

Lexara: A User-Centered Toolkit for Evaluating Large Language Models for Conversational Visual Analytics
por: Palani, Srishti, et al.
Publicado: (2026)

DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent
por: Chen, Chuer, et al.
Publicado: (2025)

Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking
por: Roitero, Kevin, et al.
Publicado: (2025)

OPRA-Vis: Visual Analytics System to Assist Organization-Public Relationship Assessment with Large Language Models
por: Yoo, Sangbong, et al.
Publicado: (2025)

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models
por: Mishra, Aditi, et al.
Publicado: (2023)

Designing Annotations in Visualization: Considerations from Visualization Practitioners and Educators
por: Rahman, Md Dilshadur, et al.
Publicado: (2026)

HoLens: A Visual Analytics Design for Higher-order Movement Modeling and Visualization
por: Feng, Zezheng, et al.
Publicado: (2024)

Interactive Counterfactual Generation for Univariate Time Series
por: Schlegel, Udo, et al.
Publicado: (2024)