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Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer


Nov 10, 2022
Dimitris Mamakas, Petros Tsotsi, Ion Androutsopoulos, Ilias Chalkidis

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* 9 pages, long paper at NLLP Workshop 2022 proceedings 

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Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models


Oct 24, 2022
Stelios Maroudas, Sotiris Legkas, Prodromos Malakasiotis, Ilias Chalkidis

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* 10 pages, long paper at NLLP Workshop 2022 proceedings 

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An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification


Oct 11, 2022
Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott

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An Empirical Study on Cross-X Transfer for Legal Judgment Prediction


Sep 25, 2022
Joel Niklaus, Matthias Stürmer, Ilias Chalkidis

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Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification


Jun 08, 2022
Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos

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* 4 pages, short paper at the 12th Hellenic Conference on Artificial Intelligence (SETN 2022) 

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Revisiting Transformer-based Models for Long Document Classification


Apr 14, 2022
Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott

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Challenges and Strategies in Cross-Cultural NLP


Mar 18, 2022
Daniel Hershcovich, Stella Frank, Heather Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, Anders Søgaard

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* ACL 2022 - Theme track 

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Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting


Mar 15, 2022
Ilias Chalkidis, Anders Søgaard

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* 9 pages, long paper at ACL 2022 Findings 

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FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing


Mar 14, 2022
Ilias Chalkidis, Tommaso Pasini, Sheng Zhang, Letizia Tomada, Sebastian Felix Schwemer, Anders Søgaard

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* 9 pages, long paper at ACL 2022 proceedings 

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