Alberto Lavelli
16 papers · 2006–2026 · 6 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot · Silver ❓ The Questioner (2)
💎
Century Club · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Applications · Natural Language Processing
(2)
Clinical
(2)
Core AI
(2)
Generation
(2)
Models
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Keywords
large language model
(3)
named entity recognition
(3)
relation extraction
(2)
information extraction
(2)
text classification
(2)
structured output
(1)
benchmark dataset
(1)
continual pre-training
(1)
clinical note
(1)
medical domain
(1)
slot filling
(1)
multilingual language model
(1)
data preprocessing
(1)
text-to-text model
(1)
entity detection
(1)
social media mining
(1)
clinical document
(1)
case report form
(1)
clinical text processing
(1)
medication detection
(1)
Papers
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning?
ACL 2026
Converting Annotated Clinical Cases into Structured Case Report Forms
ACL 2025
Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents
ACL 2024
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain
COLING 2024
What’s in a (dataset’s) name? The case of BigPatent
EMNLP 2022
FBK@SMM4H2020: RoBERTa for Detecting Medications on Twitter
COLING 2020
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019)
EMNLP 2019
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis
EMNLP 2018
Exploiting the Scope of Negations and Heterogeneous Features for Relation Extraction: A Case Study for Drug-Drug Interaction Extraction
NAACL 2013
FBK-irst : A Multi-Phase Kernel Based Approach for Drug-Drug Interaction Detection and Classification that Exploits Linguistic Information
SemEval 2013
FBK: Sentiment Analysis in Twitter with Tweetsted
SemEval 2013
Combining Tree Structures, Flat Features and Patterns for Biomedical Relation Extraction
EACL 2012
Impact of Less Skewed Distributions on Efficiency and Effectiveness of Biomedical Relation Extraction
COLING 2012
FBK-IRST: Kernel Methods for Semantic Relation Extraction
SemEval 2007
Exploiting Shallow Linguistic Information for Relation Extraction from Biomedical Literature
EACL 2006
Investigating a Generic Paraphrase-Based Approach for Relation Extraction
EACL 2006