low-resource setting

MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction ACL 2023 NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments IJCAI 2023 Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings EMNLP 2023 Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes AAAI 2023 Scaling Laws for BERT in Low-Resource Settings ACL 2023 Sentiment and Emotion Classification in Low-resource Settings ACL 2023 Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023 Simple and Effective Unsupervised Speech Translation ACL 2023 Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP 2023 Using Interpretation Methods for Model Enhancement EMNLP 2023 A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022 Adaptable Adapters NAACL 2022 Composing Structure-Aware Batches for Pairwise Sentence Classification ACL 2022 ContextGen: Targeted Data Generation for Low Resource Domain Specific Text Classification AISTATS 2022 Deep residual spiking neural network for keyword spotting in low-resource settings Interspeech 2022 ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization NAACL 2022 Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation EMNLP 2022 Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022 Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction EMNLP 2022 Modular and Parameter-Efficient Multimodal Fusion with Prompting ACL 2022 Multimodal Dialogue Response Generation ACL 2022 Plugging a neural phoneme recognizer into a simple language model: a workflow for low-resource setting Interspeech 2022 Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022 Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering NAACL 2022 Summarization as Indirect Supervision for Relation Extraction EMNLP 2022