low-resource learning

Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022 WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022 AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization NAACL 2021 A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021 Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021 Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021 Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction EMNLP 2021 Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021 Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021 Long Document Summarization in a Low Resource Setting using Pretrained Language Models ACL 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021 Relating Relations: Meta-Relation Extraction from Online Health Forum Posts EACL 2021 Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021 StarGAN-VC+ASR: StarGAN-Based Non-Parallel Voice Conversion Regularized by Automatic Speech Recognition Interspeech 2021 Towards Low-Resource Real-Time Assessment of Empathy in Counselling NAACL 2021 Variational Information Bottleneck for Effective Low-Resource Audio Classification Interspeech 2021 What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering AAAI 2021 A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction ACL 2020 A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation AAAI 2020 DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP 2020 DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature AAAI 2020 DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP 2020 Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020 Generative Data Augmentation for Commonsense Reasoning EMNLP 2020