← Authors

Prodromos Malakasiotis

24 papers · 2009–2024 · 6 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (15) πŸ—ΊοΈ Taxonomy Completionist (47) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (6) 🀝 Dynamic Duo (17) πŸ† Keyword Champion (2) πŸ’Ž Century Club (24) πŸ“ˆ Trend Setter ❓ The Questioner πŸ—ƒοΈ Keyword Collector (83) πŸ”₯ Unstoppable (6)

Conferences

EMNLP (9) ACL (4) SEMEVAL (4) EACL (3) IJCNLP (2) NAACL (2)

Top co-authors

Ion Androutsopoulos (17) Ilias Chalkidis (9) Manos Fergadiotis (6) John Pavlopoulos (5) Nikolaos Aletras (4) Lefteris Loukas (2) Stratos Xenouleas (2) Nikolaos Manginas (2) Rafael Michael Karampatsis (2) Marianna Apidianaki (2)

Keywords

few-shot learning (4) multi-label classification (3) word embedding (3) zero-shot learning (3) knowledge distillation (2) model compression (2) bert model (2) legal text (2) legal text classification (2) transfer learning (2) multi-label text classification (2) word2vec embedding (2) quality estimation (2) label-wise attention (2) linguistic quality (2) content moderation (1) text classification (1) named entity recognition (1) question answering (1) domain adaptation (1)

Papers

Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? EACL 2024
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022
FiNER: Financial Numeric Entity Recognition for XBRL Tagging ACL 2022
Data Augmentation for Biomedical Factoid Question Answering ACL 2022
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations EACL 2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases NAACL 2021
EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations EMNLP 2020
LEGAL-BERT: The Muppets straight out of Law School EMNLP 2020
SUM-QE: a BERT-based Summary Quality Estimation Model IJCNLP 2019
Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019
Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation NAACL 2019
SUM-QE: a BERT-based Summary Quality Estimation Model EMNLP 2019
Deeper Attention to Abusive User Content Moderation EMNLP 2017
AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis SEMEVAL 2016
aueb.twitter.sentiment at SemEval-2016 Task 4: A Weighted Ensemble of SVMs for Twitter Sentiment Analysis SEMEVAL 2016
AUEB: Two Stage Sentiment Analysis of Social Network Messages SEMEVAL 2014
nlp.cs.aueb.gr: Two Stage Sentiment Analysis SEMEVAL 2013
A Generate and Rank Approach to Sentence Paraphrasing EMNLP 2011
Adaptive Natural Language Interaction EACL 2009
Paraphrase Recognition Using Machine Learning to Combine Similarity Measures ACL 2009
Paraphrase Recognition Using Machine Learning to Combine Similarity Measures IJCNLP 2009