low-resource scenario

FSTs vs ICL: Generalisation in LLMs for an under-resourced language EMNLP 2025 ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation NAACL 2025 RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios EMNLP 2025 An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification EMNLP 2024 Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024 Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024 FalAI: A Dataset for End-to-end Spoken Language Understanding in a Low-Resource Scenario COLING 2024 TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills COLING 2024 A Synthetic Data Generation Framework for Grounded Dialogues ACL 2023 Back Translation for Speech-to-text Translation Without Transcripts ACL 2023 Rethinking Translation Memory Augmented Neural Machine Translation ACL 2023 Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023 A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022 Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 Multitask Learning for Low Resource Spoken Language Understanding Interspeech 2022 Backtranslation in Neural Morphological Inflection EMNLP 2021 Revisiting Tri-training of Dependency Parsers EMNLP 2021 What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering AAAI 2021 Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020 Enhancing Machine Translation with Dependency-Aware Self-Attention ACL 2020 Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios AAAI 2020 Structured Tuning for Semantic Role Labeling ACL 2020 The ADAPT Centre’s Participation in WAT 2020 English-to-Odia Translation Task AACL 2020 The ADAPT’s Submissions to the WMT20 Biomedical Translation Task EMNLP 2020