Georgios Paliouras
11 papers · 2001–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Ultra π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (18)
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Conference Pioneer
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Core AI
(3)
Computer Science
(2)
Applications
(2)
Foundations
(2)
Learning Types Β· Machine Learning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Keywords
event calculus
(2)
text classification
(2)
large language model
(2)
composite event recognition
(2)
data augmentation
(1)
information extraction
(1)
question answering
(1)
named entity recognition
(1)
information retrieval
(1)
document retrieval
(1)
hierarchical dirichlet process
(1)
document modeling
(1)
semantic indexing
(1)
rank aggregation
(1)
topic hierarchy
(1)
language model
(1)
retrieval-augmented generation
(1)
subword tokenization
(1)
ontology learning
(1)
clinical trial
(1)
Papers
A Tensor-Based Formalization of the Event Calculus
IJCAI 2024
DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning
COLING 2024
GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation
EMNLP 2024
Incremental Event Calculus for Run-Time Reasoning (Extended Abstract)
IJCAI 2023
FiNER: Financial Numeric Entity Recognition for XBRL Tagging
ACL 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization
ACL 2022
Results of the sixth edition of the BioASQ Challenge
EMNLP 2018
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes
JMLR 2011
Combining Information Extraction Systems Using Voting and Stacked Generalization
JMLR 2005
Stacking Classifiers for Anti-Spam Filtering of E-Mail
EMNLP 2001
Using Machine Learning to Maintain Rule-based Named-Entity Recognition and Classification Systems
ACL 2001