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Franck Dernoncourt — most-cited papers & profile · Multimodal
← authors
·
overview
Franck Dernoncourt
9
papers ·
16
citations ·
32
h-index
Adobe Systems (United States) · Intel (United States) · University of Oregon · K Lab (United States) · MIT Computer Science and Artificial Intelligence Laboratory
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Most-cited papers
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
2025 · 12 citations
SlimLM: An Efficient Small Language Model for On-Device Document Assistance
2024 · 3 citations
Learning Navigational Visual Representations with Semantic Map Supervision
2023 · 1 citations
Structured Uncertainty guided Clarification for LLM Agents
2025
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
2023
Top co-authors
Jiate Li
· 1
Jiawei Yang
· 1
Jike Zhong
· 1
Mohit Bansal
· 1
Roger Zimmermann
· 1
Ryan Rossi
· 1
Shawn Li
· 1
Vicente Ordonez
· 1
Wei Yang
· 1
You Qin
· 1
Yue Wang
· 1
Yue Zhao
· 1
Topics
Code Generation
Code Models
Software Engineering
Multi-Agent
Model-Based RL
RLHF & Alignment
Value-Based
Navigation
Perception
Vision-Language