Anna Giabelli
5 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
Research topics
Machine Learning
(4)
Core Methods
(4)
Natural Language Processing
(3)
Computer Science
(2)
Knowledge & Reasoning
(2)
Applications · Computer Science
(2)
Representation
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Learning Types
(1)
Keywords
word embedding
(4)
job recommendation
(2)
text representation
(2)
semantic analysis
(1)
multilingual processing
(1)
distributional semantics
(1)
semantic similarity
(1)
knowledge graph
(1)
recommender system
(1)
graph database
(1)
multilingual alignment
(1)
intrinsic evaluation
(1)
skill matching
(1)
taxonomy enrichment
(1)
skill taxonomy
(1)
occupation detection
(1)
occupation identification
(1)
taxonomy alignment
(1)
occupation recommendation
(1)
job embedding
(1)
Papers
A Unified Framework for Intrinsic Evaluation of Word-Embedding Algorithms
IJCAI 2022
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract)
AAAI 2022
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