Prodromos Malakasiotis

According to our database, Prodromos Malakasiotis authored at least 42 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Should I try multiple optimizers when fine-tuning pre-trained Transformers for NLP tasks? Should I tune their hyperparameters?

Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis, Ion Androutsopoulos

CoRR, 2024

Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters?

Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis, Ion Androutsopoulos

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance.

Lefteris Loukas, Ilias Stogiannidis, Prodromos Malakasiotis, Stavros Vassos

CoRR, 2023

Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking.

Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models.

Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification.

Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott

CoRR, 2022

Data Augmentation for Biomedical Factoid Question Answering.

Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

FiNER: Financial Numeric Entity Recognition for XBRL Tagging.

Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models.

Stelios Maroudas, Sotiris Legkas, Prodromos Malakasiotis, Ilias Chalkidis

Proceedings of the Natural Legal Language Processing Workshop, 2022

2021

EDGAR-CORPUS: Billions of Tokens Make The World Go Round.

Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis

CoRR, 2021

Neural Contract Element Extraction Revisited.

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

CoRR, 2021

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

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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations.

Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

LEGAL-BERT: The Muppets straight out of Law School.

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

CoRR, 2020

GREEK-BERT: The Greeks visiting Sesame Street.

John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

LEGAL-BERT: "Preparing the Muppets for Court'".

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

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

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations.

Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis

Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, 2020

2019

SumQE: a BERT-based Summary Quality Estimation Model.

Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos

CoRR, 2019

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

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

CoRR, 2019

SUM-QE: a BERT-based Summary Quality Estimation Model.

Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Large-Scale Multi-Label Text Classification on EU Legislation.

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2017

Improved Abusive Comment Moderation with User Embeddings.

John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos

Proceedings of the 2017 Workshop: Natural Language Processing meets Journalism, 2017

Deeper Attention to Abusive User Content Moderation.

John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Deep Learning for User Comment Moderation.

John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the First Workshop on Abusive Language Online, 2017

2016

AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis.

Dionysios Xenos, Panagiotis Theodorakakos, John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

aueb.twitter.sentiment at SemEval-2016 Task 4: A Weighted Ensemble of SVMs for Twitter Sentiment Analysis.

Stavros Giorgis, Apostolos Rousas, John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering.

Georgios-Ioannis Brokos, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016

2015

An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.

George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, Ioannis Partalas, Matthias Zschunke, Michael R. Alvers, Dirk Weissenborn, Anastasia Krithara, Sergios Petridis, Dimitris Polychronopoulos, Yannis Almirantis, John Pavlopoulos, Nicolas Baskiotis, Patrick Gallinari, Thierry Artières, Axel-Cyrille Ngonga Ngomo, Norman Heino, Éric Gaussier, Liliana Barrio-Alvers, Michael Schroeder, Ion Androutsopoulos, Georgios Paliouras

BMC Bioinform., 2015

Biomedical Question-focused Multi-document Summarization: ILSP and AUEB at BioASQ3.

Prodromos Malakasiotis, Emmanouil Archontakis, Ion Androutsopoulos, Dimitrios Galanis, Harris Papageorgiou

Proceedings of the Working Notes of CLEF 2015, 2015

2014

AUEB: Two Stage Sentiment Analysis of Social Network Messages.

Rafael-Michael Karampatsis, John Pavlopoulos, Prodromos Malakasiotis

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

A tool suite for creating question answering benchmarks.

Axel-Cyrille Ngonga Ngomo, Norman Heino, René Speck, Prodromos Malakasiotis

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

2013

nlp.cs.aueb.gr: Two Stage Sentiment Analysis.

Prodromos Malakasiotis, Rafael-Michael Karampatsis, Konstantina Makrynioti, John Pavlopoulos

Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

2011

Paraphrasing and textual entailment recognition and generation

Prodromos Malakasiotis

PhD thesis, 2011

A Generate and Rank Approach to Sentence Paraphrasing.

Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

2010

A Survey of Paraphrasing and Textual Entailment Methods.

Ion Androutsopoulos, Prodromos Malakasiotis

J. Artif. Intell. Res., 2010

2009

AUEB at TAC 2009.

Prodromos Malakasiotis

Proceedings of the Second Text Analysis Conference, 2009

Adaptive Natural Language Interaction.

Stasinos Konstantopoulos, Athanasios Tegos, Dimitris Bilidas, Ion Androutsopoulos, Gerasimos Lampouras, Colin Matheson, Olivier Deroo, Prodromos Malakasiotis

Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Paraphrase Recognition Using Machine Learning to Combine Similarity Measures.

Prodromos Malakasiotis

Proceedings of the ACL 2009, 2009

2008

AUEB at TAC 2008.

Dimitrios Galanis, Prodromos Malakasiotis

Proceedings of the First Text Analysis Conference, 2008

2007

Learning Textual Entailment using SVMs and String Similarity Measures.

Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007

2006

MiniCount: Efficient Rewriting of COUNT-Queries Using Views.

Václav Lín, Vasilis Vassalos, Prodromos Malakasiotis

Proceedings of the 22nd International Conference on Data Engineering, 2006