Manos Fergadiotis

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Featured Co-authors

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DICoE@FinSim-3: Financial Hypernym Detection using Augmented Terms and Distance-based Features

We present the submission of team DICoE for FinSim-3, the 3rd Shared Tas...
09/30/2021 ∙ by Lefteris Loukas, et al. ∙ 0 ∙ share

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

We release EDGAR-CORPUS, a novel corpus comprising annual reports from a...
09/29/2021 ∙ by Lefteris Loukas, et al. ∙ 0 ∙ share

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MultiEURLEX – A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer

We introduce MULTI-EURLEX, a new multilingual dataset for topic classifi...
09/02/2021 ∙ by Ilias Chalkidis, et al. ∙ 7 ∙ share

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

Interpretability or explainability is an emerging research field in NLP....
03/24/2021 ∙ by Ilias Chalkidis, et al. ∙ 0 ∙ share

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

Major scandals in corporate history have urged the need for regulatory c...
01/26/2021 ∙ by Ilias Chalkidis, et al. ∙ 24 ∙ share

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Neural Contract Element Extraction Revisited

We investigate contract element extraction. We show that LSTM-based enco...
01/12/2021 ∙ by Ilias Chalkidis, et al. ∙ 0 ∙ share

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LEGAL-BERT: The Muppets straight out of Law School

BERT has achieved impressive performance in several NLP tasks. However, ...
10/06/2020 ∙ by Ilias Chalkidis, et al. ∙ 0 ∙ share

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An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels

Large-scale Multi-label Text Classification (LMTC) has a wide range of N...
10/04/2020 ∙ by Ilias Chalkidis, et al. ∙ 0 ∙ share

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Large-Scale Multi-Label Text Classification on EU Legislation

We consider Large-Scale Multi-Label Text Classification (LMTC) in the le...
06/05/2019 ∙ by Ilias Chalkidis, et al. ∙ 0 ∙ share

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Extreme Multi-Label Legal Text Classification: A case study in EU Legislation

We consider the task of Extreme Multi-Label Text Classification (XMTC) i...
05/26/2019 ∙ by Ilias Chalkidis, et al. ∙ 0 ∙ share

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