low-resource learning

State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking ACML 2023 Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023 Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP 2023 Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023 Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023 Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022 Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) AAAI 2022 CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation NAACL 2022 Data-Efficient Algorithms and Neural Natural Language Processing: Applications in the Healthcare Domain IJCAI 2022 DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022 FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction EMNLP 2022 FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMT COLING 2022 Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing COLING 2022 Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022 Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL 2022 Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022 Label Definitions Improve Semantic Role Labeling NAACL 2022 Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022 Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022 Learning with Limited Text Data ACL 2022 Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022 LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022