Franck Dernoncourt

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upvoted 4 papers 3 months ago

MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces

Paper • 2510.08783 • Published Oct 9, 2025 • 4

Learning to Route LLMs from Bandit Feedback: One Policy, Many Trade-offs

Paper • 2510.07429 • Published Oct 8, 2025 • 3

Knowledge Homophily in Large Language Models

Paper • 2509.23773 • Published Sep 28, 2025 • 3

The Photographer Eye: Teaching Multimodal Large Language Models to See and Critique like Photographers

Paper • 2509.18582 • Published Sep 23, 2025 • 3

upvoted a paper 4 months ago

CommonForms: A Large, Diverse Dataset for Form Field Detection

Paper • 2509.16506 • Published Sep 20, 2025 • 19

upvoted a paper 5 months ago

mSCoRe: a Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning

Paper • 2508.10137 • Published Aug 13, 2025 • 2

upvoted 2 papers 6 months ago

Lizard: An Efficient Linearization Framework for Large Language Models

Paper • 2507.09025 • Published Jul 11, 2025 • 18

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality

Paper • 2507.07202 • Published Jul 9, 2025 • 24

upvoted 7 papers 7 months ago

MS4UI: A Dataset for Multi-modal Summarization of User Interface Instructional Videos

Paper • 2506.12623 • Published Jun 14, 2025 • 2

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition

Paper • 2506.12953 • Published Jun 15, 2025 • 2

LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles

Paper • 2506.06561 • Published Jun 6, 2025 • 2

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents

Paper • 2506.01344 • Published Jun 2, 2025 • 6

Quantitative LLM Judges

Paper • 2506.02945 • Published Jun 3, 2025 • 5

ChartLens: Fine-grained Visual Attribution in Charts

Paper • 2505.19360 • Published May 25, 2025 • 3

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models

Paper • 2505.19286 • Published May 25, 2025 • 3

upvoted 5 papers 8 months ago

VideoGameQA-Bench: Evaluating Vision-Language Models for Video Game Quality Assurance

Paper • 2505.15952 • Published May 21, 2025 • 20

Understanding Generative AI Capabilities in Everyday Image Editing Tasks

Paper • 2505.16181 • Published May 22, 2025 • 24

Document Attribution: Examining Citation Relationships using Large Language Models

Paper • 2505.06324 • Published May 9, 2025 • 3

InfoVids: Reimagining the Viewer Experience with Alternative Visualization-Presenter Relationships

Paper • 2505.03164 • Published May 6, 2025 • 6

CORG: Generating Answers from Complex, Interrelated Contexts

Paper • 2505.00023 • Published Apr 25, 2025 • 9