Manos Fergadiotis

7 papers · 2020–2022 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird

Venues

EMNLP (4) ACL (1) EACL (1) NAACL (1)

Top co-authors

Ilias Chalkidis (6) Prodromos Malakasiotis (6) Ion Androutsopoulos (6) Nikolaos Aletras (3) Lefteris Loukas (2) Sotiris Kotitsas (1) Eirini Spyropoulou (1) Georgios Paliouras (1) Dimitrios Tsarapatsanis (1) Eva Katakalou (1)

Research topics

Natural Language Processing (6) Artificial Intelligence (3) Machine Learning (3) Applications · Natural Language Processing (3) Deep Learning (2) Core Methods (2) Learning Paradigms (2) Learning Types · Deep Learning (2) Resources & Methods (2) Computer Science (1) Application Areas (1) Applications · Computer Science (1) Architectures (1) Core AI (1) Learning Types · Machine Learning (1)

Keywords

transfer learning (2) multi-label classification (2) zero-shot learning (2) text classification (1) cross-lingual transfer (1) named entity recognition (1) text representation (1) bert model (1) rationale extraction (1) label hierarchy (1) model fine-tuning (1) sparsity constraint (1) subword tokenization (1) domain-specific pretraining (1) word embedding (1) xbrl tagging (1) multilingual learning (1) multi-label text classification (1) legal text (1) text similarity (1)

Papers

FiNER: Financial Numeric Entity Recognition for XBRL Tagging ACL 2022 EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021 MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021 Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases NAACL 2021 Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations EACL 2021 An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020 LEGAL-BERT: The Muppets straight out of Law School EMNLP 2020