Yannis Papanikolaou

22 papers B 1Journal 16Unranked 4

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