Fabio Mercorio
18 papers · 2016–2026 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Keyword Champion
(2)
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Dynamic Duo
(13)
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Renaissance Researcher
(6)
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(13)
Artificial Intelligence
(11)
Core AI
(11)
Natural Language Processing
(8)
Core Methods
(8)
Resources & Methods
(5)
Applications · Natural Language Processing
(4)
Computer Science
(3)
Deep Learning
(3)
Application Areas
(3)
Applications · Computer Science
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Data Science & Analytics
(2)
Knowledge & Reasoning
(2)
Keywords
large language model
(4)
word embedding
(4)
model interpretability
(2)
contrastive explanation
(2)
job recommendation
(2)
distributional semantics
(2)
sparse autoencoder
(2)
multilingual nlp
(2)
text classification
(2)
semantic similarity
(2)
binary decision diagram
(2)
job advertisement
(2)
hallucination mitigation
(2)
representation learning
(2)
explainable ai
(1)
multilingual processing
(1)
text mining
(1)
text representation
(1)
semantic analysis
(1)
hierarchical classification
(1)
Papers
Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space
EACL 2026
SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models
EACL 2026
Can Role Vectors Affect LLM Behaviour?
EMNLP 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark
NAACL 2025
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
Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs
IJCAI 2025
Contrastive Explanations of Text Classifiers as a Service
NAACL 2022
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract)
AAAI 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
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract)
AAAI 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
Towards an Explainer-agnostic Conversational XAI
IJCAI 2021
Heuristic Planning for PDDL+ Domains
IJCAI 2016