Prodromos Malakasiotis
22 papers · 2009–2024 · 5 venues · across top CS/AI venues
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legal text
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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
Data Augmentation for Biomedical Factoid Question Answering
ACL 2022
FiNER: Financial Numeric Entity Recognition for XBRL Tagging
ACL 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models
EMNLP 2022
EDGAR-CORPUS: Billions of Tokens Make The World Go Round
EMNLP 2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases
NAACL 2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations
EACL 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
Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation
NAACL 2019
Large-Scale Multi-Label Text Classification on EU Legislation
ACL 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