Michele Dolfi
7 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (6) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (24)
π§
Keyword Pioneer
π₯
Mega-Team
(36)
Conferences
AAAI (2)
ACL (1)
COLING (1)
EMNLP (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
named entity recognition
(2)
information extraction
(2)
large language model
(2)
information retrieval
(2)
question answering
(2)
retrieval augmented generation
(2)
document conversion
(2)
sequence labeling
(1)
domain adaptation
(1)
contrastive learning
(1)
performance evaluation
(1)
text generation
(1)
transfer learning
(1)
data annotation
(1)
cross-modal retrieval
(1)
data augmentation
(1)
document understanding
(1)
sequence classification
(1)
multimodal learning
(1)
knowledge distillation
(1)
Papers
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion
ICCV 2025
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems
COLING 2025
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs
ACL 2024
ESG Accountability Made Easy: DocQA at Your Service
AAAI 2024
INDUS: Effective and Efficient Language Models for Scientific Applications
EMNLP 2024
FETA: Towards Specializing Foundational Models for Expert Task Applications
NIPS 2022
Robust PDF Document Conversion using Recurrent Neural Networks
AAAI 2021