Joseph Cornelius
8 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Applications
(5)
Deep Learning
(3)
Architectures
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core Methods
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Core AI
(1)
Learning Paradigms
(1)
Research
(1)
Resources & Methods
(1)
Keywords
text classification
(3)
large language model
(2)
sentiment analysis
(2)
sequence labeling
(1)
logistic regression
(1)
text mining
(1)
information extraction
(1)
data augmentation
(1)
recurrent neural network
(1)
topic modeling
(1)
machine-generated text detection
(1)
named entity recognition
(1)
text generation
(1)
joint learning
(1)
medical nlp
(1)
medical text
(1)
support vector machine
(1)
convolutional neural network
(1)
stance detection
(1)
ensemble learning
(1)
Papers
Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection
SemEval 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
mattica@SMM4H’22: Leveraging sentiment for stance & premise joint learning
COLING 2022
Approaching SMM4H with auto-regressive language models and back-translation
NAACL 2021
COVID-19 Twitter Monitor: Aggregating and Visualizing COVID-19 Related Trends in Social Media
COLING 2020
UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition
EMNLP 2019
UZH@SMM4H: System Descriptions
EMNLP 2018