Gianmarco Mengaldo
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(14)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(2)
Natural Language Processing
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Linguistics
(1)
Keywords
benchmark evaluation
(1)
natural language processing
(1)
text mining
(1)
social media analysis
(1)
named entity recognition
(1)
text generation
(1)
language model
(1)
counterfactual reasoning
(1)
counterfactual generation
(1)
decision support
(1)
greenwashing detection
(1)
esg analysis
(1)
aspect-action analysis
(1)
cross-category generalization
(1)
sustainability report
(1)
large language model
(1)
financial market
(1)
forward counterfactual reasoning
(1)
forward counterfactual
(1)
metaphor analysis
(1)
Papers
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation
EMNLP 2025
Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization
ACL 2025
Understanding Public Perception Towards Weather Disasters Through the Lens of Metaphor
IJCAI 2024