Francesca Bonin
11 papers · 2014–2024 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Half π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (31)
π±
Topic Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(68)
π₯
Unstoppable Β· Bronze
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Research topics
Machine Learning
(8)
Natural Language Processing
(7)
Applications
(7)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types
(4)
Healthcare & Medicine
(3)
Core Methods
(3)
Generation
(3)
Application Areas
(2)
Clinical
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Optimization & Theory
(1)
Keywords
information extraction
(4)
relation extraction
(2)
named entity recognition
(2)
scientific literature
(2)
feature selection
(1)
argument mining
(1)
sentiment analysis
(1)
document retrieval
(1)
text classification
(1)
entity linking
(1)
dataset creation
(1)
question answering
(1)
document summarization
(1)
information retrieval
(1)
text generation
(1)
text mining
(1)
multimodal learning
(1)
text summarization
(1)
natural language processing
(1)
classification
(1)
Papers
A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces
ICML 2024
Functional Graph Convolutional Networks: A Unified Multi-task and Multi-modal Learning Framework to Facilitate Health and Social-Care Insights
IJCAI 2024
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms
EMNLP 2022
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics
EACL 2021
End-to-End Argumentation Knowledge Graph Construction
AAAI 2020
A Summarization System for Scientific Documents
EMNLP 2019
Extracting Factual Min/Max Age Information from Clinical Trial Studies
NAACL 2019
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
ACL 2019
Decision Conversations Decoded
NAACL 2018
Know Who Your Friends Are: Understanding Social Connections from Unstructured Text
NAACL 2018
A Context-Aware NLP Approach For Noteworthiness Detection in Cellphone Conversations
COLING 2014