Prodromos Malakasiotis

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Ion AndroutsopoulosProfessor, Department of Informatics, Athens University of Economics and BusinessAdresse e-mail validée de aueb.gr
Ilias ChalkidisPostdoctoral Researcher, University of CopenhagenAdresse e-mail validée de di.ku.dk
Manos FergadiotisDepartment of Informatics, Athens University of Economics and BusinessAdresse e-mail validée de aueb.gr
John PavlopoulosAthens University of Economics and BusinessAdresse e-mail validée de aueb.gr
Georgios PaliourasNational Center for Scientific Research "Demokritos", Athens, GreeceAdresse e-mail validée de iit.demokritos.gr
Ioannis PartalasMachine Learning ScientistAdresse e-mail validée de expediagroup.com
Dimitris PolychronopoulosDirector, In Silico Biology @Ochre BioAdresse e-mail validée de ochre-bio.com
Anastasia KritharaPost-doctoral Researcher in National Center for Scientific Research "Demokritos", Athens, GreeceAdresse e-mail validée de iit.demokritos.gr
George TsatsaronisVice President Data Science Research Content Operations, Elsevier B.V.Adresse e-mail validée de elsevier.com
Dimitrios GalanisInstitute for Language and Speech Processing, Athena RCAdresse e-mail validée de ilsp.gr
Vasilis VassalosProfessor of Informatics, Athens University of Economics and BusinessAdresse e-mail validée de aueb.gr
Haris PapageorgiouInstitute for Language & Speech Processing - ILSPAdresse e-mail validée de athenarc.gr
Vangelis KarkaletsisNCSR "Demokritos"Adresse e-mail validée de iit.demokritos.gr

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Prodromos Malakasiotis

Principal Machine Learning Engineer at Workable

Adresse e-mail validée de aueb.gr - Page d'accueil

IR NLP Deep Learning for NLP Zero-shot Learning Large Document Collections


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	650	2015
A survey of paraphrasing and textual entailment methods I Androutsopoulos, P Malakasiotis Journal of Artificial Intelligence Research 38, 135-187, 2010	553	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	380	2020
Large-scale multi-label text classification on EU legislation I Chalkidis, M Fergadiotis, P Malakasiotis, I Androutsopoulos arXiv preprint arXiv:1906.02192, 2019	142	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	140	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	135	2017
Deep learning for user comment moderation J Pavlopoulos, P Malakasiotis, I Androutsopoulos arXiv preprint arXiv:1705.09993, 2017	126	2017
Paraphrase recognition using machine learning to combine similarity measures P Malakasiotis Proceedings of the ACL-IJCNLP 2009 Student Research Workshop, 27-35, 2009	85	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	81	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	66	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	62	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	56	2019
Sumqe: a bert-based summary quality estimation model S Xenouleas, P Malakasiotis, M Apidianaki, I Androutsopoulos arXiv preprint arXiv:1909.00578, 2019	46	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	45	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	41	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	33	2021
AUEB at TAC 2008. D Galanis, P Malakasiotis TAC, 2008	31	2008
Evaluation framework specifications G Balikas, I Partalas, A Kosmopoulos, S Petridis, P Malakasiotis, ... Project deliverable D 4, 2013	25	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	19	2014
AUEB at TAC 2009. P Malakasiotis TAC, 2009	17	2009

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