Filippo Pallucchini
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Core Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Architectures
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
hallucination mitigation
(2)
sparse autoencoder
(2)
feature extraction
(1)
model evaluation
(1)
cross-lingual embedding
(1)
semantic analysis
(1)
semantic alignment
(1)
knowledge base
(1)
interpretability evaluation
(1)
semantic similarity
(1)
language model
(1)
feature decomposition
(1)
embedding alignment
(1)
retrieval-augmented generation
(1)
word representation
(1)
text rewriting
(1)
financial sentiment analysis
(1)
knowledge enrichment
(1)
cross-domain dataset
(1)
large language model
(1)
Papers
RE-FIN: Retrieval-based Enrichment for Financial data
COLING 2025
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs
EMNLP 2025
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders
EMNLP 2025
Anchors Selection for Cross-lingual Embedding Alignment through Time
IJCAI 2022