Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ion Androutsopoulos

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


Mar 24, 2021
Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis

* 9 pages, long paper at NAACL 2021 proceedings 

  Access Paper or Ask Questions

Diagnostic Captioning: A Survey


Jan 18, 2021
John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos, Dimitris Papamichail


  Access Paper or Ask Questions

Neural Contract Element Extraction Revisited


Jan 12, 2021
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

* short paper at Document Intelligence Workshop (NeurIPS 2019 Workshop) 
* 4 pages 

  Access Paper or Ask Questions

LEGAL-BERT: The Muppets straight out of Law School


Oct 06, 2020
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

* 5 pages, short paper in Findings of EMNLP 2020 

  Access Paper or Ask Questions

Domain Adversarial Fine-Tuning as an Effective Regularizer


Oct 05, 2020
Giorgos Vernikos, Katerina Margatina, Alexandra Chronopoulou, Ion Androutsopoulos

* EMNLP 2020, Findings of EMNLP 

  Access Paper or Ask Questions

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


Oct 04, 2020
Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

* 9 pages, long paper at EMNLP 2020 proceedings 

  Access Paper or Ask Questions

GREEK-BERT: The Greeks visiting Sesame Street


Sep 03, 2020
John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos

* 8 pages, 1 figure, 11th Hellenic Conference on Artificial Intelligence (SETN 2020) 

  Access Paper or Ask Questions

Toxicity Detection: Does Context Really Matter?


Jun 01, 2020
John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, Nithum Thain, Ion Androutsopoulos


  Access Paper or Ask Questions

BIOMRC: A Dataset for Biomedical Machine Reading Comprehension


May 13, 2020
Petros Stavropoulos, Dimitris Pappas, Ion Androutsopoulos, Ryan McDonald

* 10 pages, 4 figures, 5 tables 

  Access Paper or Ask Questions

SumQE: a BERT-based Summary Quality Estimation Model


Sep 02, 2019
Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos

* In Proceedings of the Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong, China, 2019 

  Access Paper or Ask Questions

Transfer Learning for Causal Sentence Detection


Jun 20, 2019
Manolis Kyriakakis, Ion Androutsopoulos, Joan Ginés i Ametllé, Artur Saudabayev

* 5 pages, short paper at BioNLP 2019 workshop 

  Access Paper or Ask Questions

Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors


Jun 20, 2019
Sotiris Kotitsas, Dimitris Pappas, Ion Androutsopoulos, Ryan McDonald, Marianna Apidianaki

* Proceedings of the 18th Workshop on Biomedical Natural Language Processing (BioNLP 2019) of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy, 2019 

  Access Paper or Ask Questions

Neural Legal Judgment Prediction in English


Jun 05, 2019
Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras

* 7 pages, short paper at ACL 2019 

  Access Paper or Ask Questions

Large-Scale Multi-Label Text Classification on EU Legislation


Jun 05, 2019
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

* 9 pages, short paper at ACL 2019. arXiv admin note: text overlap with arXiv:1905.10892 

  Access Paper or Ask Questions

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


May 26, 2019
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

* 10 pages, long paper at NLLP Workshop of NAACL-HLT 2019 

  Access Paper or Ask Questions

A Survey on Biomedical Image Captioning


May 26, 2019
Vasiliki Kougia, John Pavlopoulos, Ion Androutsopoulos

* SiVL 2019 

  Access Paper or Ask Questions

SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression


Apr 07, 2019
Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas, Alexandros Potamianos

* Accepted to NAACL 2019 

  Access Paper or Ask Questions

Generating Texts with Integer Linear Programming


Oct 31, 2018
Gerasimos Lampouras, Ion Androutsopoulos


  Access Paper or Ask Questions

Extracting Linguistic Resources from the Web for Concept-to-Text Generation


Oct 31, 2018
Gerasimos Lampouras, Ion Androutsopoulos


  Access Paper or Ask Questions

AUEB at BioASQ 6: Document and Snippet Retrieval


Sep 15, 2018
Georgios-Ioannis Brokos, Polyvios Liosis, Ryan McDonald, Dimitris Pappas, Ion Androutsopoulos

* In Proceedings of the workshop BioASQ: Large-scale Biomedical Semantic Indexing and Question Answering, at the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, 2018. arXiv admin note: text overlap with arXiv:1809.01682 

  Access Paper or Ask Questions

Deep Relevance Ranking Using Enhanced Document-Query Interactions


Sep 11, 2018
Ryan McDonald, Georgios-Ioannis Brokos, Ion Androutsopoulos

* In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, 2018 

  Access Paper or Ask Questions

Obligation and Prohibition Extraction Using Hierarchical RNNs


May 10, 2018
Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos

* 6 pages, short paper at ACL 2018 

  Access Paper or Ask Questions

Improved Abusive Comment Moderation with User Embeddings


Aug 11, 2017
John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos


  Access Paper or Ask Questions

Deep Learning for User Comment Moderation


Jul 17, 2017
John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos


  Access Paper or Ask Questions

Probabilistic Cascading for Large Scale Hierarchical Classification


May 09, 2015
Aris Kosmopoulos, Georgios Paliouras, Ion Androutsopoulos


  Access Paper or Ask Questions

LSHTC: A Benchmark for Large-Scale Text Classification


Mar 30, 2015
Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artieres, George Paliouras, Eric Gaussier, Ion Androutsopoulos, Massih-Reza Amini, Patrick Galinari


  Access Paper or Ask Questions

Generating Natural Language Descriptions from OWL Ontologies: the NaturalOWL System


Apr 24, 2014
Ion Androutsopoulos, Gerasimos Lampouras, Dimitrios Galanis

* Journal Of Artificial Intelligence Research, Volume 48, pages 671-715, 2013 

  Access Paper or Ask Questions