Grigorios Tsoumakas
16 papers · 2011–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (9) π Academic Marathon (14) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (31)
π
Academic Marathon
(14)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Century Club
(16)
ποΈ
Keyword Collector
(72)
β
The Questioner
Conferences
NAACL (3)
ACL (2)
COLING (2)
EMNLP (2)
IJCAI (2)
JMLR (2)
AAAI (1)
ACML (1)
EACL (1)
Top co-authors
Research topics
Keywords
text summarization
(5)
multi-label classification
(4)
abstractive summarization
(3)
large language model
(2)
variational inference
(2)
text classification
(2)
uncertainty estimation
(2)
latent dirichlet allocation
(1)
data augmentation
(1)
transformer architecture
(1)
natural language inference
(1)
relation extraction
(1)
natural language generation
(1)
extractive summarization
(1)
dataset creation
(1)
bayesian inference
(1)
uncertainty quantification
(1)
information retrieval
(1)
text representation
(1)
named entity recognition
(1)
Papers
Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains
NAACL 2025
Towards Trustworthy Summarization of Cardiovascular Articles: A Factuality-and-Uncertainty-Aware Biomedical LLM Approach
EMNLP 2025
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations
AAAI 2025
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods
COLING 2024
AUTH at BioLaySumm 2024: Bringing Scientific Content to Kids
ACL 2024
Plain Language Summarization of Clinical Trials
COLING 2024
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue
ACL 2022
Keyword Extraction Using Unsupervised Learning on the Documentβs Adjacency Matrix
NAACL 2021
Towards Human-Centered Summarization: A Case Study on Financial News
EACL 2021
VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance
IJCAI 2021
Keyphrase Extraction from Scientific Articles via Extractive Summarization
NAACL 2021
AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20
EMNLP 2020
Hatebusters: A Web Application for Actively Reporting YouTube Hate Speech
IJCAI 2018
Making Classifier Chains Resilient to Class Imbalance
ACML 2018
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA
JMLR 2017
MULAN: A Java Library for Multi-Label Learning
JMLR 2011