low-resource learning

Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation Interspeech 2022 Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective Interspeech 2022 Low Resource Causal Event Detection from Biomedical Literature ACL 2022 Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022 Low-resource Low-footprint Wake-word Detection using Knowledge Distillation Interspeech 2022 Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 Meta Auxiliary Learning for Low-resource Spoken Language Understanding Interspeech 2022 Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects ACL 2022 Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022 Multitask Learning for Low Resource Spoken Language Understanding Interspeech 2022 PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022 Prompt-Based Meta-Learning For Few-shot Text Classification EMNLP 2022 Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022 Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022 Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes AAAI 2022 Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation NAACL 2022 Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative ICLR 2022 Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022 STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction COLING 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022 Summarization as Indirect Supervision for Relation Extraction EMNLP 2022 The Power of Prompt Tuning for Low-Resource Semantic Parsing ACL 2022 Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022