Prodromos Malakasiotis
Prodromos Malakasiotis
Principal Machine Learning Engineer at Workable
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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), 1-28, 2015
A survey of paraphrasing and textual entailment methods
I Androutsopoulos, P Malakasiotis
Journal of Artificial Intelligence Research 38, 135-187, 2010
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
Large-scale multi-label text classification on EU legislation
I Chalkidis, M Fergadiotis, P Malakasiotis, I Androutsopoulos
arXiv preprint arXiv:1906.02192, 2019
Learning textual entailment using SVMs and string similarity measures
P Malakasiotis, I Androutsopoulos
Proceedings of the ACL-PASCAL workshop on textual entailment and …, 2007
Deeper Attention to Abusive User Content Moderation
J Pavlopoulos, P Malakasiotis, I Androutsopoulos
Conference on Empirical Methods in Natural Language Processing (EMNLP 2017 …, 2017
Deep learning for user comment moderation
J Pavlopoulos, P Malakasiotis, I Androutsopoulos
arXiv preprint arXiv:1705.09993, 2017
Paraphrase recognition using machine learning to combine similarity measures
P Malakasiotis
Proceedings of the ACL-IJCNLP 2009 Student Research Workshop, 27-35, 2009
Greek-bert: The greeks visiting sesame street
J Koutsikakis, I Chalkidis, P Malakasiotis, I Androutsopoulos
11th Hellenic Conference on Artificial Intelligence, 110-117, 2020
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
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
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
Sumqe: a bert-based summary quality estimation model
S Xenouleas, P Malakasiotis, M Apidianaki, I Androutsopoulos
arXiv preprint arXiv:1909.00578, 2019
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, ...
SemEval@ NAACL-HLT, 312-317, 2016
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
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
AUEB at TAC 2008.
D Galanis, P Malakasiotis
TAC, 2008
Evaluation framework specifications
G Balikas, I Partalas, A Kosmopoulos, S Petridis, P Malakasiotis, ...
Project deliverable D 4, 2013
AUEB: Two stage sentiment analysis of social network messages
RM Karampatsis, J Pavlopoulos, P Malakasiotis
Proceedings of the 8th International Workshop on Semantic Evaluation …, 2014
AUEB at TAC 2009.
P Malakasiotis
TAC, 2009
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