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data scarcity

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transfer learning (7) low-resource language (5) large language model (4) pre-trained language model (3) data augmentation (3) domain adaptation (3) african language (2) synthetic data (2) machine learning (2) synthetic data generation (2)

Papers

Most NLG is Low-Resource: here’s what we can do about it EMNLP 2022 Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021 Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021 End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning ACL 2020 Neural Machine Translation for Extremely Low-Resource African Languages: A Case Study on Bambara AACL 2020 Self-Supervised Representations Improve End-to-End Speech Translation Interspeech 2020 Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP 2019 Multi-task learning for historical text normalization: Size matters ACL 2018