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Prodromos Malakasiotis
Prodromos Malakasiotis
Principal Machine Learning Engineer at Workable
Dirección de correo verificada de aueb.gr - Página principal
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LEGAL-BERT: The muppets straight out of law school
I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos
arXiv preprint arXiv:2010.02559, 2020
9162020
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition
G Tsatsaronis, G Balikas, P Malakasiotis, I Partalas, M Zschunke, ...
BMC bioinformatics 16, 1-28, 2015
6822015
A survey of paraphrasing and textual entailment methods
I Androutsopoulos, P Malakasiotis
Journal of Artificial Intelligence Research 38, 135-187, 2010
5882010
Large-scale multi-label text classification on EU legislation
I Chalkidis, M Fergadiotis, P Malakasiotis, I Androutsopoulos
arXiv preprint arXiv:1906.02192, 2019
2542019
Deeper Attention to Abusive User Content Moderation
J Pavlopoulos, P Malakasiotis, I Androutsopoulos
Conference on Empirical Methods in Natural Language Processing (EMNLP 2017 …, 2017
1702017
Deep learning for user comment moderation
J Pavlopoulos, P Malakasiotis, I Androutsopoulos
arXiv preprint arXiv:1705.09993, 2017
1462017
Learning textual entailment using SVMs and string similarity measures
P Malakasiotis, I Androutsopoulos
Proceedings of the ACL-PASCAL workshop on textual entailment and …, 2007
1382007
Greek-bert: The greeks visiting sesame street
J Koutsikakis, I Chalkidis, P Malakasiotis, I Androutsopoulos
11th Hellenic conference on artificial intelligence, 110-117, 2020
1342020
Paragraph-level rationale extraction through regularization: A case study on European court of human rights cases
I Chalkidis, M Fergadiotis, D Tsarapatsanis, N Aletras, I Androutsopoulos, ...
arXiv preprint arXiv:2103.13084, 2021
1102021
An empirical study on large-scale multi-label text classification including few and zero-shot labels
I Chalkidis, M Fergadiotis, S Kotitsas, P Malakasiotis, N Aletras, ...
arXiv preprint arXiv:2010.01653, 2020
1012020
Extreme multi-label legal text classification: A case study in EU legislation
I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos
arXiv preprint arXiv:1905.10892, 2019
912019
Paraphrase recognition using machine learning to combine similarity measures
P Malakasiotis
Proceedings of the ACL-IJCNLP 2009 Student Research Workshop, 27-35, 2009
862009
Using centroids of word embeddings and word mover's distance for biomedical document retrieval in question answering
GI Brokos, P Malakasiotis, I Androutsopoulos
arXiv preprint arXiv:1608.03905, 2016
772016
FiNER: Financial numeric entity recognition for XBRL tagging
L Loukas, M Fergadiotis, I Chalkidis, E Spyropoulou, P Malakasiotis, ...
arXiv preprint arXiv:2203.06482, 2022
632022
Sumqe: a bert-based summary quality estimation model
S Xenouleas, P Malakasiotis, M Apidianaki, I Androutsopoulos
arXiv preprint arXiv:1909.00578, 2019
602019
AUEB-ABSA at SemEval-2016 task 5: Ensembles of classifiers and embeddings for aspect based sentiment analysis
D Xenos, P Theodorakakos, J Pavlopoulos, P Malakasiotis, ...
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
522016
Improved Abusive Comment Moderation with User Embeddings
J Pavlopoulos, P Malakasiotis, J Bakagianni, I Androutsopoulos
Natural Language Processing Meets Journalism, at the Conference on Empirical …, 2017
472017
EDGAR-CORPUS: Billions of tokens make the world go round
L Loukas, M Fergadiotis, I Androutsopoulos, P Malakasiotis
arXiv preprint arXiv:2109.14394, 2021
392021
Evaluation framework specifications
G Balikas, I Partalas, A Kosmopoulos, S Petridis, P Malakasiotis, ...
Project deliverable D 4, 2013
322013
Making llms worth every penny: Resource-limited text classification in banking
L Loukas, I Stogiannidis, O Diamantopoulos, P Malakasiotis, S Vassos
Proceedings of the Fourth ACM International Conference on AI in Finance, 392-400, 2023
302023
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