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Franck Dernoncourt

Adobe Research, Seattle, WA, USA

46 papers at tracked venues · 25 at CORE A* · active 2024–2026

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Venues

ACL ×11EMNLP ×8NAACL ×6EACL ×3WWW ×3AAAI ×2CVPR ×2ICLR ×2ICML ×2SIGIR ×2ECIR ×1ICCV ×1InterSpeech ×1WACV ×1WSDM ×1

Frequent coauthors

Manan Suri
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Hieu Man
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Kanika Goswami
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Hyunji Lee
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Chien Van Nguyen
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Yu Wang
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Bo Ni
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Jiyeon Kim
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Utkarsh Sahu
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Paiheng Xu
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Abhinav Sharma
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Brandon Collins
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Papers

  1. A Survey on LLM-based Conversational User Simulation
    EACL 2026 ·
    Bo Ni
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  2. Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams
    ACL 2026 ·
    Jiyeon Kim
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  3. Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI
    ACL 2026 ·
    Hieu Man
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  4. Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
    EACL 2026 ·
    Hyunji Lee
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  5. Knowledge Homophily in Large Language Models
    WSDM 2026 ·
    Utkarsh Sahu
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  6. Lizard: An Efficient Linearization Framework for Large Language Models
    ACL 2026 ·
    Chien Van Nguyen
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  7. Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
    ACL 2026 ·
    Chien Van Nguyen
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  8. Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
    EACL 2026 ·
    Paiheng Xu
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  9. Structured Uncertainty guided Clarification for LLM Agents
    ACL 2026 ·
    Manan Suri
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  10. Test-Time Strategies for More Efficient and Accurate Agentic RAG
    ACL 2026 ·
    Abhinav Sharma
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  11. Understanding Generative AI Capabilities in Everyday Image Editing Tasks
    WACV 2026 ·
    Brandon Collins
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  12. VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
    AAAI 2026 ·
    Zhehao Zhang
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  13. A Large-scale Training Paradigm for Graph Generative Models
    ICLR 2025 ·
    Yu Wang
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  14. A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
    ICCV 2025 ·
    Mohamed Elmoghany
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  15. CORG: Generating Answers from Complex, Interrelated Contexts
    NAACL 2025 ·
    Hyunji Lee
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  16. ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval
    WWW 2025 ·
    Kanika Goswami
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  17. ChartLens: Fine-grained Visual Attribution in Charts
    ACL 2025 ·
    Manan Suri
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  18. Demystifying the Power of Large Language Models in Graph Generation
    NAACL 2025 ·
    Yu Wang
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  19. Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
    EMNLP 2025 ·
    Manan Suri
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  20. From Selection to Generation: A Survey of LLM-based Active Learning
    ACL 2025 ·
    Yu Xia
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  21. GUI Agents: A Survey
    ACL 2025 ·
    Dang Nguyen
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  22. LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models
    SIGIR 2025 ·
    Hieu Man
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  23. LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
    EMNLP 2025 ·
    Ho Yin Sam Ng
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  24. Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
    ACL 2025 ·
    Yongjia Lei
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  25. MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections
    NAACL 2025 ·
    Nishant Balepur
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  26. NoLiMa: Long-Context Evaluation Beyond Literal Matching
    ICML 2025 ·
    Ali Modarressi
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  27. Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions
    WWW 2025 ·
    Reuben Luera
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  28. PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents
    ECIR 2025 ·
    Kanika Goswami
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  29. PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback
    WWW 2025 ·
    Kanika Goswami
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  30. SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
    ICLR 2025 ·
    Jian Chen
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  31. Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
    NAACL 2025 ·
    Isabel O. Gallegos
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  32. SlimLM: An Efficient Small Language Model for On-Device Document Assistance
    ACL 2025 ·
    Thang M. Pham
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  33. The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
    CVPR 2025 ·
    Daiqing Qi
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  34. VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
    NAACL 2025 ·
    Manan Suri
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  35. An Analysis of Multilingual FActScore
    EMNLP 2024 ·
    Vu Trong Kim
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  36. DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
    EMNLP 2024 ·
    Manan Suri
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  37. Editing Partially Observable Networks via Graph Diffusion Models
    ICML 2024 ·
    Puja Trivedi
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  38. Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
    InterSpeech 2024 ·
    Minh Nguyen
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  39. MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution
    NAACL 2024 ·
    Amir Pouran Ben Veyseh
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  40. Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models
    AAAI 2024 ·
    Hieu Man
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  41. Multilingual Meta-Distillation Alignment for Semantic Retrieval
    SIGIR 2024 ·
    Meryem M'hamdi
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  42. PDFTriage: Question Answering over Long, Structured Documents
    EMNLP 2024 ·
    Jon Saad-Falcon
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  43. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024 - Industry Track, Miami, Florida, USA, November 12-16, 2024
    EMNLP 2024 · Franck Dernoncourt
  44. Scaling Up Video Summarization Pretraining with Large Language Models
    CVPR 2024 ·
    Dawit Mureja Argaw
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  45. Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
    EMNLP 2024 ·
    Mihir Parmar
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  46. ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
    EMNLP 2024 ·
    Hieu Man
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