George Tsatsaronis

Orcid: 0000-0003-2116-2933

Affiliations:
  • Elsevier, Amsterdam, The Netherlands (since 2016)
  • Technical University of Dresden, Germany (2010-2016)
  • Norwegian Univerity of Science and Technology, Trondheim, Norway (2009-2010)
  • National Centre of Scientific Research Demokritos, Athens, Greece (2008-2010)
  • Athens University of Economics and Business, Athens, Greece (2001-2010)


According to our database1, George Tsatsaronis authored at least 65 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
ScienceDirect Topic Pages: A Knowledge Base of Scientific Concepts Across Various Science Domains.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Scalable Patent Classification with Aggregated Multi-View Ranking.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Knowledge Acquisition Passage Retrieval: Corpus, Ranking Models, and Evaluation Resources.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024

Enhancing Scientific Document Simplification through Adaptive Retrieval and Generative Models.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023
Benchmarking Named Entity Recognition Approaches for Extracting Research Infrastructure Information from Text.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Generating Topic Pages for Scientific Concepts Using Scientific Publications.
Proceedings of the Advances in Information Retrieval, 2023

Elsevier at SimpleText: Passage Retrieval by Fine-tuning GPL on Scientific Documents.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Annotating Research Infrastructure in Scientific Papers: An NLP-driven Approach.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022
Few-shot initializing of Active Learner via Meta-Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Unsupervised Dense Retrieval for Scientific Articles.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers.
Proceedings of the Third Workshop on Scholarly Document Processing, 2022

Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Is your document novel? Let attention guide you. An attention-based model for document-level novelty detection.
Nat. Lang. Eng., 2021

How near-duplicate detection improves editors' and authors' publishing experience.
CoRR, 2021

2020
CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles.
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Metrics and Trends in Assessing the Scientific Impact.
Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, 2020

2019
Semi-supervised Ensemble Learning with Weak Supervision for Biomedical Relationship Extraction.
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Investigating Facets to Characterise Citations for Scholars.
Proceedings of the Semantics, Analytics, Visualization, 2018

A Framework to Automatically Extract Funding Information from Text.
Proceedings of the Machine Learning, Optimization, and Data Science, 2018

Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017
Detecting rising stars in dynamic collaborative networks.
J. Informetrics, 2017

Parallelization of Large-Scale Drug-Protein Binding Experiments.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Detecting Aggressive Behavior in Discussion Threads Using Text Mining.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Tagging Funding Agencies and Grants in Scientific Articles using Sequential Learning Models.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

2016
Learning Domain Labels Using Conceptual Fingerprints: An In-Use Case Study in the Neurology Domain.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

2015
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.
BMC Bioinform., 2015

Discovering relations between indirectly connected biomedical concepts.
J. Biomed. Semant., 2015

Formalizing biomedical concepts from textual definitions.
J. Biomed. Semant., 2015

2014
PYTHIA: Employing Lexical and Semantic Features for Sentiment Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

The OpenScienceLink architecture for novel services exploiting open access data in the biomedical domain.
Proceedings of the 18th Panhellenic Conference on Informatics, 2014

2013
Semantic smoothing for text clustering.
Knowl. Based Syst., 2013

Automated Patent Categorization and Guided Patent Search using IPC as Inspired by MeSH and PubMed.
J. Biomed. Semant., 2013

Learning Formal Definitions for Biomedical Concepts.
Proceedings of the 10th International Workshop on OWL: Experiences and Directions (OWLED 2013) co-located with 10th Extended Semantic Web Conference (ESWC 2013), 2013

Answering Factoid Questions in the Biomedical Domain.
Proceedings of the first Workshop on Bio-Medical Semantic Indexing and Question Answering, 2013

Temporal Classifiers for Predicting the Expansion of Medical Subject Headings.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Mining potential research synergies from co-authorship graphs using power graph analysis.
Int. J. Web Eng. Technol., 2012

A Maximum-Entropy approach for accurate document annotation in the biomedical domain.
J. Biomed. Semant., 2012

Word Sense Disambiguation as an Integer Linear Programming Problem.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Semantic Interoperability Between Clinical Research and Healthcare: The PONTE Approach.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

SemaFor: semantic document indexing using semantic forests.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012

2011
Data mining in software engineering.
Intell. Data Anal., 2011

A Knowledge-Based Semantic Kernel for Text Classification.
Proceedings of the String Processing and Information Retrieval, 2011

TRUMIT: A Tool to Support Large-Scale Mining of Text Association Rules.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

How to Become a Group Leader? or Modeling Author Types Based on Graph Mining.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2011

An experimental study on syntactic and semantic annotations in text retrieval.
Proceedings of the fourth workshop on Exploiting Semantic Annotations in Information Retrieval, 2011

Bootstrapping Ontology Evolution with Multimedia Information Extraction.
Proceedings of the Knowledge-Driven Multimedia Information Extraction and Ontology Evolution, 2011

Visualizing Bibliographic Databases as Graphs and Mining Potential Research Synergies.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Text Relatedness Based on a Word Thesaurus.
J. Artif. Intell. Res., 2010

Scalable Semantic Annotation of Text Using Lexical and Web Resources.
Proceedings of the Artificial Intelligence: Theories, 2010

KDTA: Automated Knowledge-Driven Text Annotation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

SemanticRank: Ranking Keywords and Sentences Using Semantic Graphs.
Proceedings of the COLING 2010, 2010

An Experimental Study on Unsupervised Graph-based Word Sense Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

2009
Word sense disambiguation and text relatedness based on word thesauri
PhD thesis, 2009

To Click or not to Click? The Role of Contextualized and User-Centric Web Snippets
CoRR, 2009

Semantic relatedness hits bibliographic data.
Proceedings of the 11th ACM International Workshop on Web Information and Data Management (WIDM 2009), 2009

Omiotis: A Thesaurus-Based Measure of Text Relatedness.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Quality Classifiers for Open Source Software Repositories.
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009

A Generalized Vector Space Model for Text Retrieval Based on Semantic Relatedness.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

2008
Word Sense Disambiguation with Semantic Networks.
Proceedings of the Text, Speech and Dialogue, 11th International Conference, 2008

2007
Word Sense Disambiguation with Spreading Activation Networks Generated from Thesauri.
Proceedings of the IJCAI 2007, 2007

2005
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Introducing Semantics in Web Personalization: The Role of Ontologies.
Proceedings of the Semantics, Web and Mining, Joint International Workshops, 2005


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