low-resource setting

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning NAACL 2024 Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings COLING 2024 Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024 Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling Variants NAACL 2024 On the Utility of Pretraining Language Models on Synthetic Data ACL 2024 Parameter-Efficient Transfer Learning for End-to-end Speech Translation COLING 2024 Social Orientation: A New Feature for Dialogue Analysis COLING 2024 TAMS: Translation-Assisted Morphological Segmentation ACL 2024 A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023 Automated speech recognition of Indonesian-English language lessons on YouTube using transfer learning EACL 2023 CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023 CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation ACL 2023 DALE: Generative Data Augmentation for Low-Resource Legal NLP EMNLP 2023 Data Augmentation for Low-Resource Keyphrase Generation ACL 2023 Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation ACL 2023 Few-shot Unified Question Answering: Tuning Models or Prompts? EMNLP 2023 GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023 HyperT5: Towards Compute-Efficient Korean Language Modeling ACL 2023 Improving Low-resource Named Entity Recognition with Graph Propagated Data Augmentation ACL 2023 Improving Low-resource Question Answering by Augmenting Question Information EMNLP 2023 LISN @ SIGMORPHON 2023 Shared Task on Interlinear Glossing ACL 2023 Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation AAAI 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023