Franck Dernoncourt

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upvoted a paper 5 days ago

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents

Paper • 2501.11233 • Published Jan 20 • 1

upvoted 2 papers 8 days ago

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases

Paper • 2502.20317 • Published 15 days ago • 6

Exploring Rewriting Approaches for Different Conversational Tasks

Paper • 2502.18860 • Published 16 days ago • 5

upvoted a paper 17 days ago

From Selection to Generation: A Survey of LLM-based Active Learning

Paper • 2502.11767 • Published 25 days ago • 1

upvoted 2 papers 29 days ago

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

Paper • 2502.06872 • Published Feb 8 • 8

NoLiMa: Long-Context Evaluation Beyond Literal Matching

Paper • 2502.05167 • Published Feb 7 • 15

upvoted 2 papers about 1 month ago

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Paper • 2502.00988 • Published Feb 3 • 5

ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution

Paper • 2502.00989 • Published Feb 3 • 7

upvoted 2 papers 2 months ago

Personalized Graph-Based Retrieval for Large Language Models

Paper • 2501.02157 • Published Jan 4 • 29

LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models

Paper • 2501.00874 • Published Jan 1 • 13

upvoted 5 papers 3 months ago

Multi-LLM Text Summarization

Paper • 2412.15487 • Published Dec 20, 2024 • 6

GUI Agents: A Survey

Paper • 2412.13501 • Published Dec 18, 2024 • 25

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

Paper • 2412.10704 • Published Dec 14, 2024 • 15

Domain-specific Question Answering with Hybrid Search

Paper • 2412.03736 • Published Dec 4, 2024 • 2

Personalized Multimodal Large Language Models: A Survey

Paper • 2412.02142 • Published Dec 3, 2024 • 14

upvoted 5 papers 4 months ago

Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering

Paper • 2411.09213 • Published Nov 14, 2024 • 7

SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Paper • 2411.09944 • Published Nov 15, 2024 • 12

LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding

Paper • 2411.01106 • Published Nov 2, 2024 • 4

DynaSaur: Large Language Agents Beyond Predefined Actions

Paper • 2411.01747 • Published Nov 4, 2024 • 31

GRS-QA -- Graph Reasoning-Structured Question Answering Dataset

Paper • 2411.00369 • Published Nov 1, 2024 • 7