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An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition

by Tsatsaronis, George, Balikas, Georgios, Malakasiotis, Prodromos, Partalas, Ioannis, Zschunke, Matthias, Alvers, Michael R, Weissenborn, Dirk, Krithara, Anastasia, Petridis, Sergios, Polychronopoulos, Dimitris, Almirantis, Yannis, Pavlopoulos, John, Baskiotis, Nicolas, Gallinari, Patrick, Artiéres, Thierry, Ngomo, Axel-Cyrille Ngonga, Heino, Norman, Gaussier, Eric, Barrio-Alvers, Liliana, Schroeder, Michael, Androutsopoulos, Ion, Paliouras, Georgios
Published in BMC bioinformatics (30.04.2015)

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Journal Article

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A Survey of Paraphrasing and Textual Entailment Methods

by Androutsopoulos, I., Malakasiotis, P.
Published in The Journal of artificial intelligence research (28.05.2010)

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Journal Article

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Should I try multiple optimizers when fine-tuning pre-trained Transformers for NLP tasks? Should I tune their hyperparameters?

by Gkouti, Nefeli, Malakasiotis, Prodromos, Toumpis, Stavros, Androutsopoulos, Ion
Year of Publication 10.02.2024

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Journal Article

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Data Augmentation for Biomedical Factoid Question Answering

by Pappas, Dimitris, Malakasiotis, Prodromos, Androutsopoulos, Ion
Year of Publication 10.04.2022

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Journal Article

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Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models

by Stogiannidis, Ilias, Vassos, Stavros, Malakasiotis, Prodromos, Androutsopoulos, Ion
Year of Publication 20.10.2023

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Journal Article

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Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance

by Loukas, Lefteris, Stogiannidis, Ilias, Malakasiotis, Prodromos, Vassos, Stavros
Year of Publication 28.08.2023

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Journal Article

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Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models

by Maroudas, Stelios, Legkas, Sotiris, Malakasiotis, Prodromos, Chalkidis, Ilias
Year of Publication 24.10.2022

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Journal Article

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An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification

by Chalkidis, Ilias, Dai, Xiang, Fergadiotis, Manos, Malakasiotis, Prodromos, Elliott, Desmond
Year of Publication 11.10.2022

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Journal Article

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Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations

by Manginas, Nikolaos, Chalkidis, Ilias, Malakasiotis, Prodromos
Year of Publication 12.10.2020

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Journal Article

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Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking

by Lefteris Loukas, Stogiannidis, Ilias, Diamantopoulos, Odysseas, Malakasiotis, Prodromos, Vassos, Stavros
Published in arXiv.org (10.11.2023)

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Paper Journal Article

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Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations

by Chalkidis, Ilias, Fergadiotis, Manos, Manginas, Nikolaos, Katakalou, Eva, Malakasiotis, Prodromos
Year of Publication 26.01.2021

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Journal Article

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Neural Contract Element Extraction Revisited: Letters from Sesame Street

by Chalkidis, Ilias, Fergadiotis, Manos, Malakasiotis, Prodromos, Androutsopoulos, Ion
Year of Publication 12.01.2021

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Journal Article

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LEGAL-BERT: The Muppets straight out of Law School

by Chalkidis, Ilias, Fergadiotis, Manos, Malakasiotis, Prodromos, Aletras, Nikolaos, Androutsopoulos, Ion
Year of Publication 06.10.2020

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Journal Article

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GREEK-BERT: The Greeks visiting Sesame Street

by Koutsikakis, John, Chalkidis, Ilias, Malakasiotis, Prodromos, Androutsopoulos, Ion
Published in arXiv.org (03.09.2020)

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Paper Journal Article

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Should I try multiple optimizers when fine-tuning pre-trained Transformers for NLP tasks? Should I tune their hyperparameters?

by Gkouti, Nefeli, Malakasiotis, Prodromos, Toumpis, Stavros, Androutsopoulos, Ion
Published in arXiv.org (10.02.2024)

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Paper

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EDGAR-CORPUS: Billions of Tokens Make The World Go Round

by Lefteris Loukas, Manos Fergadiotis, Androutsopoulos, Ion, Malakasiotis, Prodromos
Published in arXiv.org (01.10.2021)

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Paper Journal Article

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Data Augmentation for Biomedical Factoid Question Answering

by Pappas, Dimitris, Malakasiotis, Prodromos, Androutsopoulos, Ion
Published in arXiv.org (10.04.2022)

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Paper

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Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models

by Stogiannidis, Ilias, Vassos, Stavros, Malakasiotis, Prodromos, Androutsopoulos, Ion
Published in arXiv.org (20.10.2023)

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Paper

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System and method for automatically tagging documents

by Loukas, Eleftherios Panagiotis, Fergadiotis, Emmanouil, Androutsopoulos, Ioannis, Chalkidis, Ilias, Malakasiotis, Prodromos, Spyropoulou, Eirini, Paliouras, Georgios
Year of Publication 17.06.2025

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Patent

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FiNER: Financial Numeric Entity Recognition for XBRL Tagging

by Lefteris Loukas, Manos Fergadiotis, Chalkidis, Ilias, Spyropoulou, Eirini, Malakasiotis, Prodromos, Androutsopoulos, Ion, Paliouras, Georgios
Published in arXiv.org (19.04.2022)

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