Prodromos Malakasiotis

59 papers A* 3A 2B 1Journal 25Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EDGAR-CRAWLER: From Raw Web Documents to Structured Financial NLP Datasets. WWW (Companion Volume) Lefteris Loukas, Fabian Billert, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
2024	—	`conf`	Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? EACL (1) Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis, Ion Androutsopoulos
2024	J	`jnl`	Should I try multiple optimizers when fine-tuning pre-trained Transformers for NLP tasks? Should I tune their hyperparameters? CoRR Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis, Ion Androutsopoulos
2023	J	`jnl`	Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance. CoRR Lefteris Loukas, Ilias Stogiannidis, Prodromos Malakasiotis, Stavros Vassos
2023	—	`conf`	Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models. EMNLP (Findings) Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis, Ion Androutsopoulos
2023	J	`jnl`	Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models. CoRR Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis, Ion Androutsopoulos
2023	—	`conf`	Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking. ICAIF Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos
2023	J	`jnl`	Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking. CoRR Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos
2022	J	`jnl`	An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification. CoRR Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott
2022	—	`conf`	Data Augmentation for Biomedical Factoid Question Answering. BioNLP@ACL Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos
2022	J	`jnl`	Data Augmentation for Biomedical Factoid Question Answering. CoRR Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos
2022	—	`conf`	FiNER: Financial Numeric Entity Recognition for XBRL Tagging. ACL (1) Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras
2022	J	`jnl`	FiNER: Financial Numeric Entity Recognition for XBRL Tagging. CoRR Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras
2022	—	`conf`	Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models. NLLP@EMNLP Stelios Maroudas, Sotiris Legkas, Prodromos Malakasiotis, Ilias Chalkidis
2022	J	`jnl`	Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models. CoRR Stelios Maroudas, Sotiris Legkas, Prodromos Malakasiotis, Ilias Chalkidis
2021	J	`jnl`	EDGAR-CORPUS: Billions of Tokens Make The World Go Round. CoRR Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis
2021	J	`jnl`	Neural Contract Element Extraction Revisited. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
2021	—	`conf`	Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. NAACL-HLT Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis
2021	J	`jnl`	Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. CoRR Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis
2021	A	`conf`	Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. EACL Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis
2021	J	`jnl`	Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. CoRR Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis
2020	—	`conf`	An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. EMNLP (1) Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2020	J	`jnl`	An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. CoRR Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2020	—	`conf`	GREEK-BERT: The Greeks visiting Sesame Street. SETN John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos
2020	J	`jnl`	GREEK-BERT: The Greeks visiting Sesame Street. CoRR John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos
2020	—	`conf`	LEGAL-BERT: "Preparing the Muppets for Court'". EMNLP (Findings) Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2020	J	`jnl`	LEGAL-BERT: The Muppets straight out of Law School. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2020	—	`conf`	Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. SPNLP@EMNLP Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis
2020	J	`jnl`	Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. CoRR Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis
2020	—	`ed.`	SETN 2020: 11th Hellenic Conference on Artificial Intelligence, Athens, Greece, September 2-4, 2020 SETN Constantine D. Spyropoulos, Iraklis Varlamis, Ion Androutsopoulos, Prodromos Malakasiotis
2019	J	`jnl`	Extreme Multi-Label Legal Text Classification: A case study in EU Legislation. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
2019	—	`conf`	Large-Scale Multi-Label Text Classification on EU Legislation. ACL (1) Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
2019	J	`jnl`	Large-Scale Multi-Label Text Classification on EU Legislation. CoRR Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
2019	—	`conf`	SUM-QE: a BERT-based Summary Quality Estimation Model. EMNLP/IJCNLP (1) Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos
2019	J	`jnl`	SumQE: a BERT-based Summary Quality Estimation Model. CoRR Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos
2017	—	`conf`	Deep Learning for User Comment Moderation. ALW@ACL John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
2017	J	`jnl`	Deep Learning for User Comment Moderation. CoRR John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
2017	A*	`conf`	Deeper Attention to Abusive User Content Moderation. EMNLP John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
2017	—	`conf`	Improved Abusive Comment Moderation with User Embeddings. NLPmJ@EMNLP John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos
2017	J	`jnl`	Improved Abusive Comment Moderation with User Embeddings. CoRR John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos
2016	—	`conf`	AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis. SemEval@NAACL-HLT Dionysios Xenos, Panagiotis Theodorakakos, John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
2016	—	`conf`	Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering. BioNLP@ACL Georgios-Ioannis Brokos, Prodromos Malakasiotis, Ion Androutsopoulos
2016	J	`jnl`	Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering. CoRR Georgios-Ioannis Brokos, Prodromos Malakasiotis, Ion Androutsopoulos
2016	—	`conf`	aueb.twitter.sentiment at SemEval-2016 Task 4: A Weighted Ensemble of SVMs for Twitter Sentiment Analysis. SemEval@NAACL-HLT Stavros Giorgis, Apostolos Rousas, John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
2015	J	`jnl`	An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition. BMC Bioinform. 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
2015	—	`conf`	Biomedical Question-focused Multi-document Summarization: ILSP and AUEB at BioASQ3. CLEF (Working Notes) Prodromos Malakasiotis, Emmanouil Archontakis, Ion Androutsopoulos, Dimitrios Galanis, Harris Papageorgiou
2014	B	`conf`	A tool suite for creating question answering benchmarks. LREC Axel-Cyrille Ngonga Ngomo, Norman Heino, René Speck, Prodromos Malakasiotis
2014	—	`conf`	AUEB: Two Stage Sentiment Analysis of Social Network Messages. SemEval@COLING Rafael-Michael Karampatsis, John Pavlopoulos, Prodromos Malakasiotis
2013	—	`conf`	nlp.cs.aueb.gr: Two Stage Sentiment Analysis. SemEval@NAACL-HLT Prodromos Malakasiotis, Rafael-Michael Karampatsis, Konstantina Makrynioti, John Pavlopoulos
2011	A*	`conf`	A Generate and Rank Approach to Sentence Paraphrasing. EMNLP Prodromos Malakasiotis, Ion Androutsopoulos
2011	—	`—`	Paraphrasing and textual entailment recognition and generation Prodromos Malakasiotis
2010	J	`jnl`	A Survey of Paraphrasing and Textual Entailment Methods. J. Artif. Intell. Res. Ion Androutsopoulos, Prodromos Malakasiotis
2009	J	`jnl`	A Survey of Paraphrasing and Textual Entailment Methods CoRR Ion Androutsopoulos, Prodromos Malakasiotis
2009	—	`conf`	AUEB at TAC 2009. TAC Prodromos Malakasiotis
2009	A	`conf`	Adaptive Natural Language Interaction. EACL (Demos) Stasinos Konstantopoulos, Athanasios Tegos, Dimitris Bilidas, Ion Androutsopoulos, Gerasimos Lampouras, Colin Matheson, Olivier Deroo, Prodromos Malakasiotis
2009	—	`conf`	Paraphrase Recognition Using Machine Learning to Combine Similarity Measures. ACL/IJCNLP (Student Research Workshop) Prodromos Malakasiotis
2008	—	`conf`	AUEB at TAC 2008. TAC Dimitrios Galanis, Prodromos Malakasiotis
2007	—	`conf`	Learning Textual Entailment using SVMs and String Similarity Measures. ACL-PASCAL@ACL Prodromos Malakasiotis, Ion Androutsopoulos
2006	A*	`conf`	MiniCount: Efficient Rewriting of COUNT-Queries Using Views. ICDE Václav Lín, Vasilis Vassalos, Prodromos Malakasiotis