Fabio Rinaldi
24 papers · 2007–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (47) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full
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Renaissance Researcher
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Natural Language Processing
(14)
Machine Learning
(13)
Applications
(10)
Artificial Intelligence
(9)
Core Methods
(7)
Learning Types
(7)
Deep Learning
(6)
Core AI
(6)
Resources & Methods
(6)
Healthcare & Medicine
(4)
Application Areas
(4)
Architectures
(4)
Interdisciplinary
(3)
Clinical
(3)
Learning Paradigms
(3)
Keywords
text classification
(6)
dialect identification
(3)
large language model
(3)
dialect classification
(3)
ensemble learning
(2)
unsupervised learning
(2)
convolutional neural network
(2)
contextual embedding
(2)
hallucination detection
(2)
text mining
(2)
sentiment analysis
(2)
named entity recognition
(2)
subword tokenization
(2)
stance detection
(1)
factual accuracy
(1)
sequence labeling
(1)
fact verification
(1)
medical imaging
(1)
zero-shot learning
(1)
question answering
(1)
Papers
Better Together: Towards Localizing Fact-Related Hallucinations using Open Small Language Models
AACL 2025
Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection
SemEval 2025
Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks
EMNLP 2025
Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization
AACL 2025
BUST: Benchmark for the evaluation of detectors of LLM-Generated Text
NAACL 2024
Experiments in Automated Generation of Discharge Summaries in Italian
COLING 2024
NLP_DI at NADI 2024 shared task: Multi-label Arabic Dialect Classifications with an Unsupervised Cross-Encoder
ACL 2024
Pre-Gamus: Reducing Complexity of Scientific Literature as a Support against Misinformation
COLING 2024
Boosting Radiology Report Generation by Infusing Comparison Prior
ACL 2023
Optimizing the Size of Subword Vocabularies in Dialect Classification
EACL 2023
Early Guessing for Dialect Identification
EMNLP 2022
mattica@SMM4H’22: Leveraging sentiment for stance & premise joint learning
COLING 2022
NLP DI at NADI Shared Task Subtask-1: Sub-word Level Convolutional Neural Models and Pre-trained Binary Classifiers for Dialect Identification
EMNLP 2022
Approaching SMM4H with auto-regressive language models and back-translation
NAACL 2021
Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish.
NAACL 2021
Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature
EMNLP 2020
COVID-19 Twitter Monitor: Aggregating and Visualizing COVID-19 Related Trends in Social Media
COLING 2020
SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces
SemEval 2020
Approaching SMM4H with Merged Models and Multi-task Learning
ACL 2019
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019)
EMNLP 2019
UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition
EMNLP 2019
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis
EMNLP 2018
UZH@SMM4H: System Descriptions
EMNLP 2018
Pro3Gres Parser in the CoNLL Domain Adaptation Shared Task
EMNLP 2007