Nikolaos Barmpalios

Latest

• A Critical Analysis of Document Out-of-Distribution Detection (Findings of the Association for Computational Linguistics (EMNLP) 2023)
• Bit-aware randomized response for local differential privacy in federated learning ( 2022)
• MGDoc: Pre-training with multi-granular hierarchy for document image understanding (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2022)
• User-Entity Differential Privacy in Learning Natural Language Models (IEEE International Conference on Big Data (Big Data) 2022)
• Unidoc: Unified pretraining framework for document understanding (Advances in Neural Information Processing Systems (NeurIPS) 2021)