default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDProdromos Malakasiotis
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[c29]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: 2555-2574- [i25]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 abs/2402.06948 (2024) - 2023
- [c28]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: 14999-15008 - [c27]Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos:
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking. ICAIF 2023: 392-400 - [i24]Lefteris Loukas, Ilias Stogiannidis, Prodromos Malakasiotis, Stavros Vassos:
Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance. CoRR abs/2308.14634 (2023) - [i23]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 abs/2310.13395 (2023) - [i22]Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos:
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking. CoRR abs/2311.06102 (2023) - 2022
- [c26]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: 4419-4431 - [c25]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: 88-110 - [c24]Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos:
Data Augmentation for Biomedical Factoid Question Answering. BioNLP@ACL 2022: 63-81 - [i21]Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras:
FiNER: Financial Numeric Entity Recognition for XBRL Tagging. CoRR abs/2203.06482 (2022) - [i20]Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos:
Data Augmentation for Biomedical Factoid Question Answering. CoRR abs/2204.04711 (2022) - [i19]Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott:
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification. CoRR abs/2210.05529 (2022) - [i18]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 abs/2210.13086 (2022) - 2021
- [c23]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: 3498-3511 - [c22]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: 226-241 - [i17]Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos:
Neural Contract Element Extraction Revisited. CoRR abs/2101.04355 (2021) - [i16]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 abs/2101.10726 (2021) - [i15]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 abs/2103.13084 (2021) - [i14]Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis:
EDGAR-CORPUS: Billions of Tokens Make The World Go Round. CoRR abs/2109.14394 (2021) - 2020
- [c21]Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis:
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. SPNLP@EMNLP 2020: 53-61 - [c20]Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos:
LEGAL-BERT: "Preparing the Muppets for Court'". EMNLP (Findings) 2020: 2898-2904 - [c19]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: 7503-7515 - [c18]John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos:
GREEK-BERT: The Greeks visiting Sesame Street. SETN 2020: 110-117 - [e1]Constantine D. Spyropoulos, Iraklis Varlamis, Ion Androutsopoulos, Prodromos Malakasiotis:
SETN 2020: 11th Hellenic Conference on Artificial Intelligence, Athens, Greece, September 2-4, 2020. ACM 2020, ISBN 978-1-4503-8878-8 [contents] - [i13]John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos:
GREEK-BERT: The Greeks visiting Sesame Street. CoRR abs/2008.12014 (2020) - [i12]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 abs/2010.01653 (2020) - [i11]Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos:
LEGAL-BERT: The Muppets straight out of Law School. CoRR abs/2010.02559 (2020) - [i10]Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis:
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. CoRR abs/2010.05763 (2020)
2010 – 2019
- 2019
- [c17]Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos:
Large-Scale Multi-Label Text Classification on EU Legislation. ACL (1) 2019: 6314-6322 - [c16]Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos:
SUM-QE: a BERT-based Summary Quality Estimation Model. EMNLP/IJCNLP (1) 2019: 6004-6010 - [i9]Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos:
Extreme Multi-Label Legal Text Classification: A case study in EU Legislation. CoRR abs/1905.10892 (2019) - [i8]Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos:
Large-Scale Multi-Label Text Classification on EU Legislation. CoRR abs/1906.02192 (2019) - [i7]Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos:
SumQE: a BERT-based Summary Quality Estimation Model. CoRR abs/1909.00578 (2019) - 2017
- [c15]John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos:
Deep Learning for User Comment Moderation. ALW@ACL 2017: 25-35 - [c14]John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos:
Improved Abusive Comment Moderation with User Embeddings. NLPmJ@EMNLP 2017: 51-55 - [c13]John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos:
Deeper Attention to Abusive User Content Moderation. EMNLP 2017: 1125-1135 - [i6]John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos:
Deep Learning for User Comment Moderation. CoRR abs/1705.09993 (2017) - [i5]John Pavlopoulos, Prodromos Malakasiotis, Juli Bakagianni, Ion Androutsopoulos:
Improved Abusive Comment Moderation with User Embeddings. CoRR abs/1708.03699 (2017) - 2016
- [c12]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: 114-118 - [c11]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: 96-99 - [c10]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: 312-317 - [i4]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 abs/1608.03905 (2016) - 2015
- [j2]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: 138:1-138:28 (2015) - [c9]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 - 2014
- [c8]Axel-Cyrille Ngonga Ngomo, Norman Heino, René Speck, Prodromos Malakasiotis:
A tool suite for creating question answering benchmarks. LREC 2014: 2621-2628 - [c7]Rafael-Michael Karampatsis, John Pavlopoulos, Prodromos Malakasiotis:
AUEB: Two Stage Sentiment Analysis of Social Network Messages. SemEval@COLING 2014: 114-118 - 2013
- [c6]Prodromos Malakasiotis, Rafael-Michael Karampatsis, Konstantina Makrynioti, John Pavlopoulos:
nlp.cs.aueb.gr: Two Stage Sentiment Analysis. SemEval@NAACL-HLT 2013: 562-567 - 2011
- [b1]Prodromos Malakasiotis:
Paraphrasing and textual entailment recognition and generation. Athens University Economics and Business, Greece, 2011 - [c5]Prodromos Malakasiotis, Ion Androutsopoulos:
A Generate and Rank Approach to Sentence Paraphrasing. EMNLP 2011: 96-106 - 2010
- [j1]Ion Androutsopoulos, Prodromos Malakasiotis:
A Survey of Paraphrasing and Textual Entailment Methods. J. Artif. Intell. Res. 38: 135-187 (2010)
2000 – 2009
- 2009
- [c4]Prodromos Malakasiotis:
Paraphrase Recognition Using Machine Learning to Combine Similarity Measures. ACL/IJCNLP (Student Research Workshop) 2009: 27-35 - [c3]Stasinos Konstantopoulos, Athanasios Tegos, Dimitris Bilidas, Ion Androutsopoulos, Gerasimos Lampouras, Colin Matheson, Olivier Deroo, Prodromos Malakasiotis:
Adaptive Natural Language Interaction. EACL (Demos) 2009: 37-40 - [i3]Prodromos Malakasiotis:
AUEB at TAC 2009. TAC 2009 - [i2]Ion Androutsopoulos, Prodromos Malakasiotis:
A Survey of Paraphrasing and Textual Entailment Methods. CoRR abs/0912.3747 (2009) - 2008
- [i1]Dimitrios Galanis, Prodromos Malakasiotis:
AUEB at TAC 2008. TAC 2008 - 2007
- [c2]Prodromos Malakasiotis, Ion Androutsopoulos:
Learning Textual Entailment using SVMs and String Similarity Measures. ACL-PASCAL@ACL 2007: 42-47 - 2006
- [c1]Václav Lín, Vasilis Vassalos, Prodromos Malakasiotis:
MiniCount: Efficient Rewriting of COUNT-Queries Using Views. ICDE 2006: 1
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:16 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
