Yannis Papanikolaou

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 19

Top Topics

Relation Extraction

Active Learning

Semantic Indexing

Top Venues

CLEF (Working Notes)

DeepLo@EMNLP-IJCNLP

Publications

Yannis Papanikolaou, Francesco Tuveri, Misa Ogura, Daniel O'Donovan
Transcriptomics-based matching of drugs to diseases with deep learning. CoRR (2023)
Yannis Papanikolaou, Marlene Staib, Justin Joshua Grace, Francine Bennett
Slot Filling for Biomedical Information Extraction. BioNLP@ACL (2022)
Kamrun Naher Keya, Yannis Papanikolaou, James R. Foulds
Neural Embedding Allocation: Distributed Representations of Topic Models. Comput. Linguistics 48 (4) (2022)
Christos Ferles, Yannis Papanikolaou, Stylianos P. Savaidis, Stelios A. Mitilineos
Deep Self-Organizing Map of Convolutional Layers for Clustering and Visualizing Image Data. Mach. Learn. Knowl. Extr. 3 (4) (2021)
Yannis Papanikolaou, Francine Bennett
Slot Filling for Biomedical Information Extraction. CoRR (2021)
Yannis Papanikolaou
Teach me how to Label: Labeling Functions from Natural Language with Text-to-text Transformers. CoRR (2021)
Yannis Papanikolaou, Andrea Pierleoni
DARE: Data Augmented Relation Extraction with GPT-2. CoRR (2020)
Yannis Papanikolaou, Ian Roberts, Andrea Pierleoni
Deep Bidirectional Transformers for Relation Extraction without Supervision. CoRR (2019)
Everton Alvares Cherman, Yannis Papanikolaou, Grigorios Tsoumakas, Maria Carolina Monard
Multi-label active learning: key issues and a novel query strategy. Evol. Syst. 10 (1) (2019)
Yannis Papanikolaou, Ian Roberts, Andrea Pierleoni
Deep Bidirectional Transformers for Relation Extraction without Supervision. DeepLo@EMNLP-IJCNLP (2019)
Kamrun Naher Keya, Yannis Papanikolaou, James R. Foulds
Neural Embedding Allocation: Distributed Representations of Topic Models. CoRR (2019)
Yannis Papanikolaou, Grigorios Tsoumakas, Ioannis Katakis
Hierarchical partitioning of the output space in multi-label data. Data Knowl. Eng. 116 (2018)
Christos Ferles, Yannis Papanikolaou, Kevin J. Naidoo
Denoising Autoencoder Self-Organizing Map (DASOM). Neural Networks 105 (2018)
Yannis Papanikolaou, Grigorios Tsoumakas
Subset Labeled LDA: A Topic Model for Extreme Multi-label Classification. DaWaK (2018)
Yannis Papanikolaou, Grigorios Tsoumakas
Subset Labeled LDA for Large-Scale Multi-Label Classification. CoRR (2017)
Yannis Papanikolaou, James R. Foulds, Timothy N. Rubin, Grigorios Tsoumakas
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA. J. Mach. Learn. Res. 18 (2017)
Yannis Papanikolaou, Grigorios Tsoumakas, Manos Laliotis, Nikos Markantonatos, Ioannis P. Vlahavas
Large-scale online semantic indexing of biomedical articles via an ensemble of multi-label classification models. J. Biomed. Semant. 8 (1) (2017)
Yannis Papanikolaou, Grigorios Tsoumakas, Manos Laliotis, Nikos Markantonatos, Ioannis P. Vlahavas
Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models. CoRR (2017)
Yannis Papanikolaou, Ioannis Katakis, Grigorios Tsoumakas
Hierarchical Partitioning of the Output Space in Multi-label Data. CoRR (2016)
Yannis Papanikolaou, Grigorios Tsoumakas, Manos Laliotis, Nikos Markantonatos, Ioannis P. Vlahavas
AUTH-Atypon at BioASQ 3: Large-Scale Semantic Indexing in Biomedicine. CLEF (Working Notes) (2015)
Yannis Papanikolaou, Dimitrios Dimitriadis, Grigorios Tsoumakas, Manos Laliotis, Nikos Markantonatos, Ioannis P. Vlahavas
Ensemble Approaches for Large-Scale Multi-Label Classification and Question Answering in Biomedicine. CLEF (Working Notes) (2014)