Matteo Palmonari
5 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
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Conference Pioneer
Top co-authors
Research topics
Natural Language Processing
(4)
Applications Β· Natural Language Processing
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Linguistics
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
representation learning
(1)
sentiment analysis
(1)
tweet analysis
(1)
social media analysis
(1)
entity linking
(1)
information extraction
(1)
question answering
(1)
named entity recognition
(1)
information retrieval
(1)
semantic analysis
(1)
document analysis
(1)
distributional semantics
(1)
sparse autoencoder
(1)
retrieval-augmented generation
(1)
model efficiency
(1)
real-time system
(1)
word embedding
(1)
polarization detection
(1)
diachronic analysis
(1)
computational social science
(1)
Papers
DAVE: A Framework for Assisted Analysis of Document Collections in Knowledge-Intensive Domains
IJCAI 2025
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups
EMNLP 2025
SWEAT: Scoring Polarization of Topics across Different Corpora
EMNLP 2021
Training Temporal Word Embeddings with a Compass
AAAI 2019
TWINE: A real-time system for TWeet analysis via INformation Extraction
EACL 2017