Prodromos Malakasiotis

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 42

Top Topics

Text Classification

Top Venues

SemEval@NAACL-HLT

Publications

Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis, Ion Androutsopoulos
Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? EACL (1) (2024)
Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis, Ion Androutsopoulos
Should I try multiple optimizers when fine-tuning pre-trained Transformers for NLP tasks? Should I tune their hyperparameters? CoRR (2024)
Lefteris Loukas, Ilias Stogiannidis, Prodromos Malakasiotis, Stavros Vassos
Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance. CoRR (2023)
Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis, Ion Androutsopoulos
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models. CoRR (2023)
Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking. ICAIF (2023)
Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis, Ion Androutsopoulos
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models. EMNLP (Findings) (2023)
Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking. CoRR (2023)
Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras
FiNER: Financial Numeric Entity Recognition for XBRL Tagging. ACL (1) (2022)
Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos
Data Augmentation for Biomedical Factoid Question Answering. BioNLP@ACL (2022)
Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras
FiNER: Financial Numeric Entity Recognition for XBRL Tagging. CoRR (2022)
Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos
Data Augmentation for Biomedical Factoid Question Answering. CoRR (2022)
Stelios Maroudas, Sotiris Legkas, Prodromos Malakasiotis, Ilias Chalkidis
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models. CoRR (2022)
Stelios Maroudas, Sotiris Legkas, Prodromos Malakasiotis, Ilias Chalkidis
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models. NLLP@EMNLP (2022)
Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification. CoRR (2022)
Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. NAACL-HLT (2021)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
Neural Contract Element Extraction Revisited. CoRR (2021)
Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. EACL (2021)
Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. CoRR (2021)
Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. CoRR (2021)
Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis
EDGAR-CORPUS: Billions of Tokens Make The World Go Round. CoRR (2021)
Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. CoRR (2020)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
LEGAL-BERT: "Preparing the Muppets for Court'". EMNLP (Findings) (2020)
John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos
GREEK-BERT: The Greeks visiting Sesame Street. SETN (2020)
Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. SPNLP@EMNLP (2020)
Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. EMNLP (1) (2020)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
LEGAL-BERT: The Muppets straight out of Law School. CoRR (2020)
John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos
GREEK-BERT: The Greeks visiting Sesame Street. CoRR (2020)
Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. CoRR (2020)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
Extreme Multi-Label Legal Text Classification: A case study in EU Legislation. CoRR (2019)
Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos
SUM-QE: a BERT-based Summary Quality Estimation Model. EMNLP/IJCNLP (1) (2019)
Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos
SumQE: a BERT-based Summary Quality Estimation Model. CoRR (2019)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
Large-Scale Multi-Label Text Classification on EU Legislation. CoRR (2019)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
Large-Scale Multi-Label Text Classification on EU Legislation. ACL (1) (2019)
John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
Deeper Attention to Abusive User Content Moderation. EMNLP (2017)
John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos
Improved Abusive Comment Moderation with User Embeddings. CoRR (2017)
John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos
Improved Abusive Comment Moderation with User Embeddings. NLPmJ@EMNLP (2017)
John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
Deep Learning for User Comment Moderation. ALW@ACL (2017)
John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
Deep Learning for User Comment Moderation. CoRR (2017)
Georgios-Ioannis Brokos, Prodromos Malakasiotis, Ion Androutsopoulos
Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering. BioNLP@ACL (2016)
Dionysios Xenos, Panagiotis Theodorakakos, John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis. SemEval@NAACL-HLT (2016)
Georgios-Ioannis Brokos, Prodromos Malakasiotis, Ion Androutsopoulos
Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering. CoRR (2016)
Stavros Giorgis, Apostolos Rousas, John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
aueb.twitter.sentiment at SemEval-2016 Task 4: A Weighted Ensemble of SVMs for Twitter Sentiment Analysis. SemEval@NAACL-HLT (2016)
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
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition. BMC Bioinform. 16 (2015)
Prodromos Malakasiotis, Emmanouil Archontakis, Ion Androutsopoulos, Dimitrios Galanis, Harris Papageorgiou
Biomedical Question-focused Multi-document Summarization: ILSP and AUEB at BioASQ3. CLEF (Working Notes) (2015)
Rafael-Michael Karampatsis, John Pavlopoulos, Prodromos Malakasiotis
AUEB: Two Stage Sentiment Analysis of Social Network Messages. SemEval@COLING (2014)
Axel-Cyrille Ngonga Ngomo, Norman Heino, René Speck, Prodromos Malakasiotis
A tool suite for creating question answering benchmarks. LREC (2014)
Prodromos Malakasiotis, Rafael-Michael Karampatsis, Konstantina Makrynioti, John Pavlopoulos
nlp.cs.aueb.gr: Two Stage Sentiment Analysis. SemEval@NAACL-HLT (2013)
Prodromos Malakasiotis, Ion Androutsopoulos
A Generate and Rank Approach to Sentence Paraphrasing. EMNLP (2011)
Ion Androutsopoulos, Prodromos Malakasiotis
A Survey of Paraphrasing and Textual Entailment Methods. J. Artif. Intell. Res. 38 (2010)
Stasinos Konstantopoulos, Athanasios Tegos, Dimitris Bilidas, Ion Androutsopoulos, Gerasimos Lampouras, Colin Matheson, Olivier Deroo, Prodromos Malakasiotis
Adaptive Natural Language Interaction. EACL (Demos) (2009)
Ion Androutsopoulos, Prodromos Malakasiotis
A Survey of Paraphrasing and Textual Entailment Methods CoRR (2009)
Prodromos Malakasiotis
AUEB at TAC 2009. TAC (2009)
Prodromos Malakasiotis
Paraphrase Recognition Using Machine Learning to Combine Similarity Measures. ACL/IJCNLP (Student Research Workshop) (2009)
Dimitrios Galanis, Prodromos Malakasiotis
AUEB at TAC 2008. TAC (2008)
Prodromos Malakasiotis, Ion Androutsopoulos
Learning Textual Entailment using SVMs and String Similarity Measures. ACL-PASCAL@ACL (2007)
Václav Lín, Vasilis Vassalos, Prodromos Malakasiotis
MiniCount: Efficient Rewriting of COUNT-Queries Using Views. ICDE (2006)