Manos Fergadiotis

21 papers A 1Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EDGAR-CRAWLER: From Raw Web Documents to Structured Financial NLP Datasets. WWW (Companion Volume) Lefteris Loukas, Fabian Billert, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
2024	J	`jnl`	Machine learning in bank merger prediction: A text-based approach. Eur. J. Oper. Res. Apostolos G. Katsafados, George N. Leledakis, Emmanouil G. Pyrgiotakis, Ion Androutsopoulos, Manos Fergadiotis
2022	J	`jnl`	An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification. CoRR Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott
2022	—	`conf`	FiNER: Financial Numeric Entity Recognition for XBRL Tagging. ACL (1) Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras
2022	J	`jnl`	FiNER: Financial Numeric Entity Recognition for XBRL Tagging. CoRR Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras
2021	J	`jnl`	DICoE@FinSim-3: Financial Hypernym Detection using Augmented Terms and Distance-based Features. CoRR Lefteris Loukas, Konstantinos Bougiatiotis, Manos Fergadiotis, Dimitris Mavroeidis, Elias Zavitsanos
2021	J	`jnl`	EDGAR-CORPUS: Billions of Tokens Make The World Go Round. CoRR Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis
2021	—	`conf`	MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer. EMNLP (1) Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos
2021	J	`jnl`	MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer. CoRR Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos
2021	J	`jnl`	Neural Contract Element Extraction Revisited. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
2021	—	`conf`	Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. NAACL-HLT Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis
2021	J	`jnl`	Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. CoRR Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis
2021	A	`conf`	Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. EACL Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis
2021	J	`jnl`	Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. CoRR Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis
2020	—	`conf`	An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. EMNLP (1) Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2020	J	`jnl`	An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. CoRR Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2020	—	`conf`	LEGAL-BERT: "Preparing the Muppets for Court'". EMNLP (Findings) Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2020	J	`jnl`	LEGAL-BERT: The Muppets straight out of Law School. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2019	J	`jnl`	Extreme Multi-Label Legal Text Classification: A case study in EU Legislation. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2019	—	`conf`	Large-Scale Multi-Label Text Classification on EU Legislation. ACL (1) Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
2019	J	`jnl`	Large-Scale Multi-Label Text Classification on EU Legislation. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos