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Franck-Dernoncourt 

authored a paper 2 months ago

Iterative Critique-Refine Framework for Enhancing LLM Personalization

Paper • 2510.24469 • Published Oct 28, 2025

Franck-Dernoncourt 

authored 9 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

Curriculum-Guided Abstractive Summarization

Paper • 2302.01342 • Published Feb 2, 2023

Optimizing Data Delivery: Insights from User Preferences on Visuals, Tables, and Text

Paper • 2411.07451 • Published Nov 12, 2024

Steering MoE LLMs via Expert (De)Activation

Paper • 2509.09660 • Published Sep 11, 2025

MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections

Paper • 2502.00322 • Published Feb 1, 2025

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations

Paper • 2505.14106 • Published May 20, 2025

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

Paper • 2509.18582 • Published Sep 23, 2025 • 3

Knowledge Homophily in Large Language Models

Paper • 2509.23773 • Published Sep 28, 2025 • 3

Franck-Dernoncourt 

authored a paper 5 months ago

mSCoRe: a $M$ultilingual and Scalable Benchmark for $S$kill-based $Co$mmonsense $Re$asoning

Paper • 2508.10137 • Published Aug 13, 2025 • 2

Franck-Dernoncourt 

authored 4 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

Context-Informed Grounding Supervision

Paper • 2506.15480 • Published Jun 18, 2025

FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback

Paper • 2307.10867 • Published Jul 20, 2023

Franck-Dernoncourt 

authored 5 papers 7 months ago

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

Paper • 2506.12953 • Published Jun 15, 2025 • 2

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

Paper • 2506.12623 • Published Jun 14, 2025 • 2

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

Paper • 2506.06561 • Published Jun 6, 2025 • 2

Quantitative LLM Judges

Paper • 2506.02945 • Published Jun 3, 2025 • 5

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

Paper • 2506.01344 • Published Jun 2, 2025 • 6