Vincent Perot
12 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6)
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Academic Marathon
(6)
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Cross-Pollinator
(11)
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Dynamic Duo
(10)
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Century Club
(12)
📈
Trend Setter
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Keyword Collector
(53)
Conferences
ACL (4)
NAACL (4)
ICLR (2)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
document understanding
(3)
large language model
(3)
information extraction
(2)
visual document understanding
(2)
representation learning
(2)
knowledge distillation
(2)
few-shot learning
(1)
multi-task learning
(1)
continual learning
(1)
question answering
(1)
named entity recognition
(1)
text generation
(1)
multimodal learning
(1)
pre-trained model
(1)
zero-shot learning
(1)
synthetic datum
(1)
instruction tuning
(1)
prompt learning
(1)
document information extraction
(1)
text classification
(1)
Papers
LOFT: Scalable and More Realistic Long-Context Evaluation
NAACL 2025
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
ICLR 2025
Reverse Thinking Makes LLMs Stronger Reasoners
NAACL 2025
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
ICLR 2024
LMDX: Language Model-based Document Information Extraction and Localization
ACL 2024
CodecLM: Aligning Language Models with Tailored Synthetic Data
NAACL 2024
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
ACL 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework
ACL 2023
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
ACL 2022
Learning To Prompt for Continual Learning
CVPR 2022
DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning
ECCV 2022
Text Classification with Few Examples using Controlled Generalization
NAACL 2019