Alberto Purpura
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Core AI
(4)
Applications · Natural Language Processing
(3)
Core Methods
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
large language model
(4)
relation extraction
(2)
relation classification
(2)
zero-shot learning
(2)
data augmentation
(1)
named entity recognition
(1)
text analysis
(1)
instruction following
(1)
ai safety
(1)
synthetic data generation
(1)
model interpretability
(1)
ensemble method
(1)
red teaming
(1)
harmful content detection
(1)
textual description
(1)
distant supervision
(1)
vulnerability assessment
(1)
semantic association
(1)
entity classification
(1)
medical text mining
(1)
Papers
Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities
EACL 2026
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models
NAACL 2025
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection
EMNLP 2025
Description Boosting for Zero-Shot Entity and Relation Classification
ACL 2024
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction
ACL 2023
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms
EMNLP 2022