Ion Androutsopoulos

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 99

Top Venues

CoRR

CLEF (Working Notes)

SemEval@NAACL-HLT

ACL (1)

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

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)
Panagiotis Kaliosis, John Pavlopoulos, Foivos Charalampakos, Georgios Moschovis, Ion Androutsopoulos
A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning. ACL (Findings) (2024)
Marina Samprovalaki, Anna Chatzipapadopoulou, Georgios Moschovis, Foivos Charalampakos, Panagiotis Kaliosis, John Pavlopoulos, Ion Androutsopoulos
AUEB NLP Group at ImageCLEFmedical Caption 2024. CLEF (Working Notes) (2024)
Anastasios Toumazatos, John Pavlopoulos, Ion Androutsopoulos, Stavros Vassos
Still All Greeklish to Me: Greeklish to Greek Transliteration. LREC/COLING (2024)
Christos Vlachos, Themos Stafylakis, Ion Androutsopoulos
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems. ACL (Findings) (2024)
Panagiotis Kaliosis, John Pavlopoulos, Foivos Charalampakos, Georgios Moschovis, Ion Androutsopoulos
A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning. CoRR (2024)
Apostolos G. Katsafados, George N. Leledakis, Emmanouil G. Pyrgiotakis, Ion Androutsopoulos, Manos Fergadiotis
Machine learning in bank merger prediction: A text-based approach. Eur. J. Oper. Res. 312 (2) (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)
Odysseas S. Chlapanis, Ion Androutsopoulos, Dimitrios Galanis
Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure. CoRR (2024)
Christos Vlachos, Themos Stafylakis, Ion Androutsopoulos
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems. CoRR (2024)
Thea Sommerschield, Yannis M. Assael, John Pavlopoulos, Vanessa Stefanak, Andrew W. Senior, Chris Dyer, John Bodel, Jonathan Prag, Ion Androutsopoulos, Nando de Freitas
Machine Learning for Ancient Languages: A Survey. Comput. Linguistics 49 (3) (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)
Panagiotis Kaliosis, Georgios Moschovis, Foivos Charalampakos, John Pavlopoulos, Ion Androutsopoulos
AUEB NLP Group at ImageCLEFmedical Caption 2023. CLEF (Working Notes) (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)
Dimitris Mamakas, Petros Tsotsi, Ion Androutsopoulos, Ilias Chalkidis
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer. NLLP@EMNLP (2022)
Yannis M. Assael, Thea Sommerschield, Brendan Shillingford, Mahyar Bordbar, John Pavlopoulos, Marita Chatzipanagiotou, Ion Androutsopoulos, Jonathan Prag, Nando de Freitas
Restoring and attributing ancient texts using deep neural networks. Nat. 603 (7900) (2022)
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)
Foivos Charalampakos, Giorgos Zachariadis, John Pavlopoulos, Vasilis Karatzas, Christoforos Trakas, Ion Androutsopoulos
AUEB NLP Group at ImageCLEFmed Caption 2022. CLEF (Working Notes) (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)
John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos, Dimitris Papamichail
Diagnostic captioning: a survey. Knowl. Inf. Syst. 64 (7) (2022)
Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification. CoRR (2022)
Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos
Data Augmentation for Biomedical Factoid Question Answering. CoRR (2022)
Dimitris Mamakas, Petros Tsotsi, Ion Androutsopoulos, Ilias Chalkidis
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer. CoRR (2022)
Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification. SETN (2022)
John Pavlopoulos, Leo Laugier, Alexandros Xenos, Jeffrey Sorensen, Ion Androutsopoulos
From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer. ACL (1) (2022)
Katerina Papantoniou, Panagiotis Papadakos, Theodore Patkos, George Flouris, Ion Androutsopoulos, Dimitris Plexousakis
Deception detection in text and its relation to the cultural dimension of individualism/collectivism. Nat. Lang. Eng. 28 (5) (2022)
Alexandros Xenos, John Pavlopoulos, Ion Androutsopoulos, Lucas Dixon, Jeffrey Sorensen, Leo Laugier
Toxicity detection sensitive to conversational context. First Monday 27 (9) (2022)
Ilias Chalkidis, Abhik Jana, Dirk Hartung, Michael J. Bommarito II, Ion Androutsopoulos, Daniel Martin Katz, Nikolaos Aletras
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English. ACL (1) (2022)
Ilias Chalkidis, Abhik Jana, Dirk Hartung, Michael J. Bommarito II, Ion Androutsopoulos, Daniel Martin Katz, Nikolaos Aletras
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English. CoRR (2021)
Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer. EMNLP (1) (2021)
Foivos Charalampakos, Vasilis Karatzas, Vasiliki Kougia, John Pavlopoulos, Ion Androutsopoulos
AUEB NLP Group at ImageCLEFmed Caption Tasks 2021. CLEF (Working Notes) (2021)
John Pavlopoulos, Jeffrey Sorensen, Leo Laugier, Ion Androutsopoulos
SemEval-2021 Task 5: Toxic Spans Detection. SemEval@ACL/IJCNLP (2021)
Dimitris Pappas, Ion Androutsopoulos
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections. CoRR (2021)
John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos, Dimitris Papamichail
Diagnostic Captioning: A Survey. CoRR (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. NAACL-HLT (2021)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos
Neural Contract Element Extraction Revisited. CoRR (2021)
Dimitris Pappas, Ion Androutsopoulos
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections. ACL/IJCNLP (1) (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, Ion Androutsopoulos
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer. CoRR (2021)
Katerina Papantoniou, Panagiotis Papadakos, Theodore Patkos, Giorgos Flouris, Ion Androutsopoulos, Dimitris Plexousakis
Deception detection in text and its relation to the cultural dimension of individualism/collectivism. CoRR (2021)
Alexandros Xenos, John Pavlopoulos, Ion Androutsopoulos, Lucas Dixon, Jeffrey Sorensen, Leo Laugier
Toxicity Detection can be Sensitive to the Conversational Context. 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)
Dimitris Pappas, Petros Stavropoulos, Ion Androutsopoulos
AUEB-NLP at BioASQ 8: Biomedical Document and Snippet Retrieval. CLEF (Working Notes) (2020)
Giorgos Vernikos, Katerina Margatina, Alexandra Chronopoulou, Ion Androutsopoulos
Domain Adversarial Fine-Tuning as an Effective Regularizer. CoRR (2020)
John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, Nithum Thain, Ion Androutsopoulos
Toxicity Detection: Does Context Really Matter? CoRR (2020)
Vasiliki Kougia, John Pavlopoulos, Ion Androutsopoulos
Medical Image Tagging by Deep Learning and Retrieval. CLEF (2020)
Dimitris Pappas, Petros Stavropoulos, Ion Androutsopoulos, Ryan T. McDonald
BioMRC: A Dataset for Biomedical Machine Reading Comprehension. BioNLP (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)
Basil Karatzas, John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos
AUEB NLP Group at ImageCLEFmed Caption 2020. CLEF (Working Notes) (2020)
Petros Stavropoulos, Dimitris Pappas, Ion Androutsopoulos, Ryan T. McDonald
BIOMRC: A Dataset for Biomedical Machine Reading Comprehension. CoRR (2020)
John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, Nithum Thain, Ion Androutsopoulos
Toxicity Detection: Does Context Really Matter? ACL (2020)
Giorgos Vernikos, Katerina Margatina, Alexandra Chronopoulou, Ion Androutsopoulos
Domain Adversarial Fine-Tuning as an Effective Regularizer. EMNLP (Findings) (2020)
Manolis Kyriakakis, Ion Androutsopoulos, Joan Ginés i Ametllé, Artur Saudabayev
Transfer Learning for Causal Sentence Detection. CoRR (2019)
Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras
Neural Legal Judgment Prediction in English. ACL (1) (2019)
Dimitris Pappas, Ryan T. McDonald, Georgios-Ioannis Brokos, Ion Androutsopoulos
AUEB at BioASQ 7: Document and Snippet Retrieval. PKDD/ECML Workshops (2) (2019)
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
Extreme Multi-Label Legal Text Classification: A case study in EU Legislation. CoRR (2019)
Sotiris Kotitsas, Dimitris Pappas, Ion Androutsopoulos, Ryan T. McDonald, Marianna Apidianaki
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors. BioNLP@ACL (2019)
Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas, Alexandros Potamianos
SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. NAACL-HLT (1) (2019)
Vasiliki Kougia, John Pavlopoulos, Ion Androutsopoulos
A Survey on Biomedical Image Captioning. CoRR (2019)
Vasiliki Kougia, John Pavlopoulos, Ion Androutsopoulos
AUEB NLP Group at ImageCLEFmed Caption 2019. CLEF (Working Notes) (2019)
Sotiris Kotitsas, Dimitris Pappas, Ion Androutsopoulos, Ryan T. McDonald, Marianna Apidianaki
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors. CoRR (2019)
Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas, Alexandros Potamianos
: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. CoRR (2019)
Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras
Neural Legal Judgment Prediction in English. CoRR (2019)
Manolis Kyriakakis, Ion Androutsopoulos, Artur Saudabayev, Joan Ginés i Ametllé
Transfer Learning for Causal Sentence Detection. BioNLP@ACL (2019)
Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos
SUM-QE: a BERT-based Summary Quality Estimation Model. EMNLP/IJCNLP (1) (2019)
John Pavlopoulos, Nithum Thain, Lucas Dixon, Ion Androutsopoulos
ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT. SemEval@NAACL-HLT (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)
Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos
Obligation and Prohibition Extraction Using Hierarchical RNNs. CoRR (2018)
Gerasimos Lampouras, Ion Androutsopoulos
Extracting Linguistic Resources from the Web for Concept-to-Text Generation. CoRR (2018)
Vayianos Pertsas, Panos Constantopoulos, Ion Androutsopoulos
Ontology Driven Extraction of Research Processes. ISWC (1) (2018)
Ryan T. McDonald, Georgios-Ioannis Brokos, Ion Androutsopoulos
Deep Relevance Ranking Using Enhanced Document-Query Interactions. CoRR (2018)
Ryan T. McDonald, George Brokos, Ion Androutsopoulos
Deep Relevance Ranking using Enhanced Document-Query Interactions. EMNLP (2018)
Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos
Obligation and Prohibition Extraction Using Hierarchical RNNs. ACL (2) (2018)
Gerasimos Lampouras, Ion Androutsopoulos
Generating Texts with Integer Linear Programming. CoRR (2018)
Georgios-Ioannis Brokos, Polyvios Liosis, Ryan T. McDonald, Dimitris Pappas, Ion Androutsopoulos
AUEB at BioASQ 6: Document and Snippet Retrieval. CoRR (2018)
Dimitris Pappas, Ion Androutsopoulos, Haris Papageorgiou
BioRead: A New Dataset for Biomedical Reading Comprehension. LREC (2018)
Michail Vougioukas, Ion Androutsopoulos, Georgios Paliouras
Identifying Retweetable Tweets with a Personalized Global Classifier. SETN (2018)
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)
Michail Vougioukas, Ion Androutsopoulos, Georgios Paliouras
A Personalized Global Filter To Predict Retweets. UMAP (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)
Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos
Extracting contract elements. ICAIL (2017)
John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
Deep Learning for User Comment Moderation. CoRR (2017)
Ilias Chalkidis, Ion Androutsopoulos
A Deep Learning Approach to Contract Element Extraction. JURIX (2017)
Michail Vougioukas, Ion Androutsopoulos, Georgios Paliouras
Identifying Retweetable Tweets with a Personalized Global Classifier. 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)
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Ion Androutsopoulos, Suresh Manandhar, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yanyan Zhao, Bing Qin, Orphée De Clercq, Véronique Hoste, Marianna Apidianaki, Xavier Tannier, Natalia V. Loukachevitch, Evgeniy V. Kotelnikov, Núria Bel, Salud María Jiménez Zafra, Gülsen Eryigit
SemEval-2016 Task 5: Aspect Based Sentiment Analysis. SemEval@NAACL-HLT (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ion Androutsopoulos