Unsupervised maritime vessel re-identification with multi-level contrastive learning

Q Zhang, M Zhang, J Liu, X He… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Re-identification (re-ID) of maritime vessels plays an important role in marine surveillance,
but remains highly unexplored due to the lack of large-scale annotated datasets. In vessel re …

FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework

I Bouabdallaoui, F Guerouate, S Bouhaddour… - arxiv preprint arxiv …, 2025 - arxiv.org
We introduce FewTopNER, a novel framework that integrates few-shot named entity
recognition (NER) with topic-aware contextual modeling to address the challenges of cross …

Feature aggregation in zero-shot cross-lingual transfer using multilingual bert

B Chen, W Guo, Q Liu, K Tao - 2022 26th International …, 2022 - ieeexplore.ieee.org
Multilingual BERT (mBERT), a language model pre-trained on large multilingual corpora,
has impressive zeroshot cross-lingual transfer capabilities and performs surprisingly well on …