Prodromos Malakasiotis

1.5k citations

24 papers · 417 indexed · h-index 10

Co-authors: Ion Androutsopoulos John Pavlopoulos Ilias Chalkidis Νικόλαος Αλέτρας Dimitrios Tsarapatsanis Dimitrios Galanis Marianna Apidianaki Dionysios P. Xenos
Topics: Topic Modeling (18 papers)Natural Language Processing Techniques (16 papers)Advanced Text Analysis Techniques (7 papers)
Cited by: Artificial Intelligence Information Systems Political Science and International Relations
Journals: Language Resources and Evaluation Theory and applications of categoriesEmpirical Methods in Natural Language Processing
Partner nations: Greece United Kingdom Denmark

In The Last Decade

Prodromos Malakasiotis

20 papers receiving 363 citations

Peers

Countries citing papers authored by Prodromos Malakasiotis

Since Specialization

Citations

This map shows the geographic impact of Prodromos Malakasiotis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Prodromos Malakasiotis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Prodromos Malakasiotis more than expected).

Fields of papers citing papers by Prodromos Malakasiotis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Prodromos Malakasiotis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Prodromos Malakasiotis. The network helps show where Prodromos Malakasiotis may publish in the future.

Co-authorship network of co-authors of Prodromos Malakasiotis

This figure shows the co-authorship network connecting the top 25 collaborators of Prodromos Malakasiotis. A scholar is included among the top collaborators of Prodromos Malakasiotis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Prodromos Malakasiotis. Prodromos Malakasiotis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? 2024 ·(unknown),Prodromos Malakasiotis,Stavros Toumpis,Ion Androutsopoulos	0
2	Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models 2023 ·(unknown),Stavros Vassos,Prodromos Malakasiotis,Ion Androutsopoulos	3
3	Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models 2022 ·(unknown),(unknown),Prodromos Malakasiotis,Ilias Chalkidis	1
4	FiNER: Financial Numeric Entity Recognition for XBRL Tagging 2022 ·Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ·(unknown),(unknown),Ilias Chalkidis,(unknown),Prodromos Malakasiotis,Ion Androutsopoulos,Γεώργιος Παλιούρας	24
5	Data Augmentation for Biomedical Factoid Question Answering 2022 ·(unknown),Prodromos Malakasiotis,Ion Androutsopoulos	9
6	Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases 2021 ·Ilias Chalkidis,(unknown),Dimitrios Tsarapatsanis,Νικόλαος Αλέτρας,Ion Androutsopoulos,Prodromos Malakasiotis	39
7	Neural Contract Element Extraction Revisited 2019 ·arXiv (Cornell University) ·Ilias Chalkidis,(unknown),Prodromos Malakasiotis,Ion Androutsopoulos	6
8	Extreme Multi-Label Legal Text Classification: A Case Study in 2019 ·Ilias Chalkidis,(unknown),Prodromos Malakasiotis,Νικόλαος Αλέτρας,Ion Androutsopoulos	30
9	Deeper Attention to Abusive User Content Moderation 2017 ·John Pavlopoulos,Prodromos Malakasiotis,Ion Androutsopoulos	89
10	AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis 2016 ·Dionysios P. Xenos,(unknown),John Pavlopoulos,Prodromos Malakasiotis,Ion Androutsopoulos	21
11	Biomedical Question-focused Multi-document Summarization: ILSP and AUEB at BioASQ3. 2015 ·CLEF (Working Notes) ·Prodromos Malakasiotis,(unknown),Ion Androutsopoulos,Dimitrios Galanis,Harris Papageorgiou	5
12	A tool suite for creating question answering benchmarks 2014 ·Language Resources and Evaluation ·Axel-Cyrille Ngonga Ngomo,Norman Heino,René Speck,Prodromos Malakasiotis	0
13	nlp.cs.aueb.gr: Two Stage Sentiment Analysis 2013 ·Joint Conference on Lexical and Computational Semantics ·Prodromos Malakasiotis,(unknown),(unknown),John Pavlopoulos	2
14	A Generate and Rank Approach to Sentence Paraphrasing 2011 ·Empirical Methods in Natural Language Processing ·Prodromos Malakasiotis,Ion Androutsopoulos	7
15	AUEB at TAC 2009 2009 ·Theory and applications of categories ·Prodromos Malakasiotis	7
16	Paraphrase recognition using machine learning to combine similarity measures 2009 ·Prodromos Malakasiotis	46
17	Adaptive natural language interaction 2009 ·Stasinos Konstantopoulos,(unknown),Dimitris Bilidas,Ion Androutsopoulos,Γεράσιμος Λάμπουρας,Prodromos Malakasiotis,Colin Matheson,Olivier Deroo	2
18	AUEB at TAC 2008 2008 ·Theory and applications of categories ·Dimitrios Galanis,Prodromos Malakasiotis	12
19	Learning textual entailment using SVMs and string similarity measures 2007 ·Prodromos Malakasiotis,Ion Androutsopoulos	69
20	MiniCount: Efficient Rewriting of COUNT-Queries Using Views 2006 ·(unknown),Vasilis Vassalos,Prodromos Malakasiotis	5

About Prodromos Malakasiotis

Prodromos Malakasiotis is a scholar working on Artificial Intelligence, Management Information Systems and Signal Processing, having authored 24 papers that have together received 417 indexed citations. Recurring topics across this work include Topic Modeling (18 papers), Natural Language Processing Techniques (16 papers) and Advanced Text Analysis Techniques (7 papers). The work is most often cited by research in Artificial Intelligence (372 citations), Information Systems (71 citations) and Political Science and International Relations (52 citations). Prodromos Malakasiotis has collaborated with scholars based in Greece, United Kingdom and Denmark. Frequent co-authors include Ion Androutsopoulos, John Pavlopoulos, Ilias Chalkidis, Νικόλαος Αλέτρας, Dimitrios Tsarapatsanis, Dimitrios Galanis, Marianna Apidianaki, Dionysios P. Xenos, Γεώργιος Παλιούρας and Vasilis Vassalos. Their work appears in journals such as Language Resources and Evaluation, Theory and applications of categories and Empirical Methods in Natural Language Processing.

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