Lorenzo Malandri
12 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(61)
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Core Methods
(6)
Applications Β· Natural Language Processing
(4)
Computer Science
(3)
Applications Β· Computer Science
(3)
Generation
(3)
Resources & Methods
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Learning Types
(2)
Representation
(2)
Keywords
word embedding
(4)
distributional semantics
(2)
job recommendation
(2)
binary decision diagram
(2)
semantic similarity
(2)
text classification
(2)
contrastive explanation
(2)
job advertisement
(2)
large language model
(2)
information retrieval
(1)
model interpretability
(1)
knowledge base
(1)
entity linking
(1)
task-oriented dialogue
(1)
explainable ai
(1)
multilingual nlp
(1)
retrieval-augmented generation
(1)
evaluation metric
(1)
recommender system
(1)
multilingual processing
(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
RE-FIN: Retrieval-based Enrichment for Financial data
COLING 2025
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent
EACL 2024
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 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
Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets
COLING 2020