Andrea Seveso
10 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🌍 Conference Polyglot · Bronze 🤝 Dynamic Duo (10) 🗃️ Keyword Collector (55)
❓
The Questioner
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(6)
Natural Language Processing
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Applications · Computer Science
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Keywords
sparse autoencoder
(2)
large language model
(2)
text classification
(2)
binary decision diagram
(2)
model interpretability
(2)
contrastive explanation
(2)
word embedding
(2)
job recommendation
(2)
multilingual nlp
(1)
model behavior
(1)
text mining
(1)
natural language understanding
(1)
semantic alignment
(1)
semi-supervised learning
(1)
explainable ai
(1)
benchmark dataset
(1)
semantic analysis
(1)
semantic similarity
(1)
distributional semantics
(1)
information retrieval
(1)
Papers
Can Role Vectors Affect LLM Behaviour?
EMNLP 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark
NAACL 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
Contrastive Explanations of Text Classifiers as a Service
NAACL 2022
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers
IJCAI 2022
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text
IJCAI 2021
NEO: A System for Identifying New Emerging Occupation from Job Ads
AAAI 2021
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem
IJCAI 2021
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract)
AAAI 2021