Prodromos Malakasiotis
- LEGAL-BERT: The Muppets straight out of Law School
2020/10/06 by Ilias Chalkidis, Chalkidis, Ilias, Manos Fergadiotis +7 · 16 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Large-Scale Multi-Label Text Classification on EU Legislation
2019/06/05 by Ilias Chalkidis, Chalkidis, Ilias, Manos Fergadiotis +5 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases
2021/03/24 by Ilias Chalkidis, Manos Fergadiotis, Chalkidis, Ilias +10 · 7 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Deep Learning for User Comment Moderation
2017/05/28 by John Pavlopoulos, Pavlopoulos, John, Prodromos Malakasiotis +3 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Extreme Multi-Label Legal Text Classification: A case study in EU Legislation
2019/05/26 by Ilias Chalkidis, Manos Fergadiotis, Chalkidis, Ilias +8 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.CL
- Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations
2021/01/26 by Ilias Chalkidis, Chalkidis, Ilias, Manos Fergadiotis +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Software Engineering Research #cs.CL #cs.IR
- Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance
2023/08/28 by Lefteris Loukas, Loukas, Lefteris, Ilias Stogiannidis +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning in Healthcare #Sentiment Analysis and Opinion Mining #Topic Modeling
- Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations
2020/10/12 by Nikolaos Manginas, Manginas, Nikolaos, Ilias Chalkidis +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.CL
- An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels
2020/10/04 by Ilias Chalkidis, Chalkidis, Ilias, Manos Fergadiotis +10 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #cs.CL
- Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models
2022/10/24 by Stelios Maroudas, Maroudas, Stelios, Sotiris Legkas +5 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling