Search Results - Malakasiotis, Prodromos

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  1. 1
    An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition

    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
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  2. 2
    A Survey of Paraphrasing and Textual Entailment Methods

    A Survey of Paraphrasing and Textual Entailment Methods by Androutsopoulos, I., Malakasiotis, P.

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  3. 3
    Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking

    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
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  4. 4
    GREEK-BERT: The Greeks visiting Sesame Street

    GREEK-BERT: The Greeks visiting Sesame Street by Koutsikakis, John, Chalkidis, Ilias, Malakasiotis, Prodromos, Androutsopoulos, Ion

    Published in arXiv.org
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  5. 5
    Should I try multiple optimizers when fine-tuning pre-trained Transformers for NLP tasks? Should I tune their hyperparameters?

    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
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  6. 6
    EDGAR-CORPUS: Billions of Tokens Make The World Go Round

    EDGAR-CORPUS: Billions of Tokens Make The World Go Round by Lefteris Loukas, Manos Fergadiotis, Androutsopoulos, Ion, Malakasiotis, Prodromos

    Published in arXiv.org
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  7. 7
    Data Augmentation for Biomedical Factoid Question Answering

    Data Augmentation for Biomedical Factoid Question Answering by Pappas, Dimitris, Malakasiotis, Prodromos, Androutsopoulos, Ion

    Published in arXiv.org
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  8. 8
    Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models

    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
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  9. 9
    FiNER: Financial Numeric Entity Recognition for XBRL Tagging

    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
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  10. 10
    Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models

    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

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  11. 11
    An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification

    An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification by Chalkidis, Ilias, Dai, Xiang, Manos Fergadiotis, Malakasiotis, Prodromos, Elliott, Desmond

    Published in arXiv.org
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  12. 12
    Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations

    Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations by Manginas, Nikolaos, Chalkidis, Ilias, Malakasiotis, Prodromos

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  13. 13
    Neural Contract Element Extraction Revisited: Letters from Sesame Street

    Neural Contract Element Extraction Revisited: Letters from Sesame Street by Chalkidis, Ilias, Manos Fergadiotis, Malakasiotis, Prodromos, Androutsopoulos, Ion

    Published in arXiv.org
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  14. 14
    Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations

    Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations by Chalkidis, Ilias, Manos Fergadiotis, Manginas, Nikolaos, Katakalou, Eva, Malakasiotis, Prodromos

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  15. 15
    LEGAL-BERT: The Muppets straight out of Law School

    LEGAL-BERT: The Muppets straight out of Law School by Chalkidis, Ilias, Manos Fergadiotis, Malakasiotis, Prodromos, Aletras, Nikolaos, Androutsopoulos, Ion

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  16. 16
    MiniCount: Efficient Rewriting of COUNT-Queries Using Views

    MiniCount: Efficient Rewriting of COUNT-Queries Using Views by Vaclav Lin, Vassalos, V., Malakasiotis, P.

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  17. 17
    A Survey of Paraphrasing and Textual Entailment Methods

    A Survey of Paraphrasing and Textual Entailment Methods by Androutsopoulos, Ion, Malakasiotis, Prodromos

    Published in arXiv.org
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  18. 18
    SumQE: a BERT-based Summary Quality Estimation Model

    SumQE: a BERT-based Summary Quality Estimation Model by Xenouleas, Stratos, Malakasiotis, Prodromos, Apidianaki, Marianna, Androutsopoulos, Ion

    Published in arXiv.org
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  19. 19
    Large-Scale Multi-Label Text Classification on EU Legislation

    Large-Scale Multi-Label Text Classification on EU Legislation by Chalkidis, Ilias, Manos Fergadiotis, Malakasiotis, Prodromos, Androutsopoulos, Ion

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  20. 20
    Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases

    Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases by Chalkidis, Ilias, Manos Fergadiotis, Tsarapatsanis, Dimitrios, Aletras, Nikolaos, Androutsopoulos, Ion, Malakasiotis, Prodromos

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