low-resource learning

Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024 Reusing Transferable Weight Increments for Low-resource Style Generation EMNLP 2024 Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024 Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ACL 2024 Targeted Augmentation for Low-Resource Event Extraction NAACL 2024 Towards Low-Resource Harmful Meme Detection with LMM Agents EMNLP 2024 WkNER: Enhancing Named Entity Recognition with Word Segmentation Constraints and kNN Retrieval COLING 2024 XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024 ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER ACL 2023 A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting EMNLP 2023 An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing ACL 2023 An Ensembled Encoder-Decoder System for Interlinear Glossed Text ACL 2023 Answering Ambiguous Questions via Iterative Prompting ACL 2023 A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023 Argument Detection in Student Essays under Resource Constraints EMNLP 2023 AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023 Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023 Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023 CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023 CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning EMNLP 2023 Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023 Data Augmentation for Low-Resource Keyphrase Generation ACL 2023 DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023 Does Masked Language Model Pre-training with Artificial Data Improve Low-resource Neural Machine Translation? EACL 2023 Don’t Be So Sure! Boosting ASR Decoding via Confidence Relaxation AAAI 2023