Manos Fergadiotis
7 papers · 2020–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (4)
ACL (1)
EACL (1)
NAACL (1)
Top co-authors
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)
word embedding
(1)
xbrl tagging
(1)
multilingual learning
(1)
multi-label text classification
(1)
legal text
(1)
domain-specific pre-training
(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
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
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer
EMNLP 2021
LEGAL-BERT: The Muppets straight out of Law School
EMNLP 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels
EMNLP 2020