MiniCount: Efficient Rewriting of COUNT-Queries Using Views. - Václav Lín; Vasilis Vassalos; Prodromos Malakasiotis (ICDE, 2006)

Learning Textual Entailment using SVMs and String Similarity Measures. - Prodromos Malakasiotis; Ion Androutsopoulos (ACL-PASCAL@ACL, 2007)

AUEB at TAC 2008. - Dimitrios Galanis; Prodromos Malakasiotis (TAC, 2008)

Paraphrase Recognition Using Machine Learning to Combine Similarity Measures. - Prodromos Malakasiotis (ACL/IJCNLP (Student Research Workshop), 2009)

Adaptive Natural Language Interaction. - Stasinos Konstantopoulos; Athanasios Tegos; Dimitris Bilidas; Ion Androutsopoulos; Gerasimos Lampouras; Colin Matheson; Olivier Deroo; Prodromos Malakasiotis (EACL (Demos), 2009)

AUEB at TAC 2009. - Prodromos Malakasiotis (TAC, 2009)

A Survey of Paraphrasing and Textual Entailment Methods. - Ion Androutsopoulos; Prodromos Malakasiotis (J. Artif. Intell. Res., 2010)

A Generate and Rank Approach to Sentence Paraphrasing. - Prodromos Malakasiotis; Ion Androutsopoulos (EMNLP, 2011)

Paraphrasing and textual entailment recognition and generation - Prodromos Malakasiotis (2011)

nlp.cs.aueb.gr: Two Stage Sentiment Analysis. - Prodromos Malakasiotis; Rafael-Michael Karampatsis; Konstantina Makrynioti; John Pavlopoulos (SemEval@NAACL-HLT, 2013)

A tool suite for creating question answering benchmarks. - Axel-Cyrille Ngonga Ngomo; Norman Heino; René Speck; Prodromos Malakasiotis (LREC, 2014)

AUEB: Two Stage Sentiment Analysis of Social Network Messages. - Rafael-Michael Karampatsis; John Pavlopoulos; Prodromos Malakasiotis (SemEval@COLING, 2014)

Biomedical Question-focused Multi-document Summarization: ILSP and AUEB at BioASQ3. - Prodromos Malakasiotis; Emmanouil Archontakis; Ion Androutsopoulos; Dimitrios Galanis; Harris Papageorgiou (CLEF (Working Notes), 2015)

An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition. - George Tsatsaronis 001; Georgios Balikas; Prodromos Malakasiotis; Ioannis Partalas; Matthias Zschunke; Michael R. Alvers; Dirk Weissenborn; Anastasia Krithara; Sergios Petridis; Dimitris Polychronopoulos; Yannis Almirantis; John Pavlopoulos; et al. (BMC Bioinform., 2015)

Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering. - Georgios-Ioannis Brokos; Prodromos Malakasiotis; Ion Androutsopoulos (BioNLP@ACL, 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 (SemEval@NAACL-HLT, 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 (SemEval@NAACL-HLT, 2016)

Deep Learning for User Comment Moderation. - John Pavlopoulos; Prodromos Malakasiotis; Ion Androutsopoulos (ALW@ACL, 2017)

Deeper Attention to Abusive User Content Moderation. - John Pavlopoulos; Prodromos Malakasiotis; Ion Androutsopoulos (EMNLP, 2017)

Improved Abusive Comment Moderation with User Embeddings. - John Pavlopoulos; Prodromos Malakasiotis; Juli Bakagianni; Ion Androutsopoulos (NLPmJ@EMNLP, 2017)

Large-Scale Multi-Label Text Classification on EU Legislation. - Ilias Chalkidis; Manos Fergadiotis; Prodromos Malakasiotis; Ion Androutsopoulos (ACL (1), 2019)

SUM-QE: a BERT-based Summary Quality Estimation Model. - Stratos Xenouleas; Prodromos Malakasiotis; Marianna Apidianaki; Ion Androutsopoulos (EMNLP/IJCNLP (1), 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)

SumQE: a BERT-based Summary Quality Estimation Model. - Stratos Xenouleas; Prodromos Malakasiotis; Marianna Apidianaki; Ion Androutsopoulos (CoRR, 2019)

Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. - Nikolaos Manginas; Ilias Chalkidis; Prodromos Malakasiotis (SPNLP@EMNLP, 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 (EMNLP (1), 2020)

LEGAL-BERT: "Preparing the Muppets for Court'". - Ilias Chalkidis; Manos Fergadiotis; Prodromos Malakasiotis; Nikolaos Aletras; Ion Androutsopoulos (EMNLP (Findings), 2020)

GREEK-BERT: The Greeks visiting Sesame Street. - John Koutsikakis; Ilias Chalkidis; Prodromos Malakasiotis; Ion Androutsopoulos (SETN, 2020)

LEGAL-BERT: The Muppets straight out of Law School. - Ilias Chalkidis; Manos Fergadiotis; Prodromos Malakasiotis; Nikolaos Aletras; Ion Androutsopoulos (CoRR, 2020)

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 (EACL, 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 (NAACL-HLT, 2021)

Neural Contract Element Extraction Revisited. - Ilias Chalkidis; Manos Fergadiotis; Prodromos Malakasiotis; Ion Androutsopoulos (CoRR, 2021)

EDGAR-CORPUS: Billions of Tokens Make The World Go Round. - Lefteris Loukas; Manos Fergadiotis; Ion Androutsopoulos; Prodromos Malakasiotis (CoRR, 2021)

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 (NLLP@EMNLP, 2022)

FiNER: Financial Numeric Entity Recognition for XBRL Tagging. - Lefteris Loukas; Manos Fergadiotis; Ilias Chalkidis; Eirini Spyropoulou; Prodromos Malakasiotis; Ion Androutsopoulos; Georgios Paliouras (ACL (1), 2022)

Data Augmentation for Biomedical Factoid Question Answering. - Dimitris Pappas; Prodromos Malakasiotis; Ion Androutsopoulos (BioNLP@ACL, 2022)

An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification. - Ilias Chalkidis; Xiang Dai; Manos Fergadiotis; Prodromos Malakasiotis; Desmond Elliott (CoRR, 2022)

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 (EMNLP (Findings), 2023)

Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking. - Lefteris Loukas; Ilias Stogiannidis; Odysseas Diamantopoulos; Prodromos Malakasiotis; Stavros Vassos (ICAIF, 2023)

Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance. - Lefteris Loukas; Ilias Stogiannidis; Prodromos Malakasiotis; Stavros Vassos (CoRR, 2023)

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 (EACL (1), 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)

EDGAR-CRAWLER: From Raw Web Documents to Structured Financial NLP Datasets. - Lefteris Loukas; Fabian Billert; Manos Fergadiotis; Prodromos Malakasiotis; Ion Androutsopoulos (WWW (Companion Volume), 2025)