Gianluca Demartini
6 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Keywords
text classification
(2)
multi-task learning
(1)
sentiment analysis
(1)
social media analysis
(1)
cross-lingual transfer
(1)
prompt engineering
(1)
document summarization
(1)
data annotation
(1)
toxicity detection
(1)
document retrieval
(1)
machine learning
(1)
diversity modeling
(1)
quality control
(1)
adversarial attack
(1)
probabilistic graphical model
(1)
sample selection
(1)
noisy label
(1)
retrieval-augmented generation
(1)
semantic retrieval
(1)
internal representation
(1)
Papers
A Shared Geometry of Difficulty in Multilingual Language Models
ACL 2026
Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data
COLING 2025
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
ACL 2025
CoLAL: Co-learning Active Learning for Text Classification
AAAI 2024
Automatic Identification of 5C Vaccine Behaviour on Social Media
COLING 2022
Quality Control Attack Schemes in Crowdsourcing
IJCAI 2019