Michele Dolfi
7 papers · 2021–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
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Hot Topic Early Bird
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Mega-Team · Squad
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Applications · Natural Language Processing
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Applications · Computer Science
(1)
Keywords
information retrieval
(2)
question answering
(2)
information extraction
(2)
retrieval-augmented generation
(2)
named entity recognition
(2)
large language model
(2)
document conversion
(2)
knowledge distillation
(1)
sequence labeling
(1)
zero-shot learning
(1)
text generation
(1)
recurrent neural network
(1)
data annotation
(1)
multimodal learning
(1)
domain adaptation
(1)
performance evaluation
(1)
sequence classification
(1)
cross-modal retrieval
(1)
document understanding
(1)
data augmentation
(1)
Papers
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems
COLING 2025
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion
ICCV 2025
ESG Accountability Made Easy: DocQA at Your Service
AAAI 2024
INDUS: Effective and Efficient Language Models for Scientific Applications
EMNLP 2024
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs
ACL 2024
FETA: Towards Specializing Foundational Models for Expert Task Applications
NeurIPS 2022
Robust PDF Document Conversion using Recurrent Neural Networks
AAAI 2021