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Franck Dernoncourt — most-cited papers & profile · Large Language Models
← authors
·
overview
Franck Dernoncourt
17
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
Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion
2026
Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models
2026
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
2025
A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models
2025
ChartLens: Fine-grained Visual Attribution in Charts
2025
Lizard: An Efficient Linearization Framework for Large Language Models
2025
Knowledge Homophily in Large Language Models
2025
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
2023
Taipan: Efficient and Expressive State Space Language Models with Selective Attention
2024
GRS-QA -- Graph Reasoning-Structured Question Answering Dataset
2024
Personalized Multimodal Large Language Models: A Survey
2024
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
2024
Multi-LLM Text Summarization
2024
Top co-authors
Ryan A. Rossi
· 11
Nedim Lipka
· 5
Puneet Mathur
· 5
Chien Van Nguyen
· 4
Hanieh Deilamsalehy
· 4
Nesreen K. Ahmed
· 4
Thien Huu Nguyen
· 4
Yu Wang
· 4
Ruiyi Zhang
· 3
Trung Bui
· 3
Viet Dac Lai
· 3
Dinesh Manocha
· 2
Topics
Training Techniques
Model Architecture
Evaluation
Efficiency
Vision-Language
RAG
Fine-Tuning
In-Context Learning
Safety & Alignment
cs.CL