low-resource learning

ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ACL 2023 Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023 Exploiting Summarization Data to Help Text Simplification EACL 2023 fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023 GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023 Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023 Improving Low-resource Question Answering by Augmenting Question Information EMNLP 2023 Iteratively Improving Speech Recognition and Voice Conversion Interspeech 2023 LABERT: A Combination of Local Aggregation and Self-Supervised Speech Representation Learning for Detecting Informative Hidden Units in Low-Resource ASR Systems Interspeech 2023 Low-Resource Deontic Modality Classification in EU Legislation EMNLP 2023 Low-Resource Personal Attribute Prediction from Conversations AAAI 2023 Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation AAAI 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023 MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition Interspeech 2023 Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System ACL 2023 Multilingual Event Extraction from Historical Newspaper Adverts ACL 2023 Multi-pass Training and Cross-information Fusion for Low-resource End-to-end Accented Speech Recognition Interspeech 2023 On the Efficacy and Noise-Robustness of Jointly Learned Speech Emotion and Automatic Speech Recognition Interspeech 2023 Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Interspeech 2023 Personalized Dialogue Generation with Persona-Adaptive Attention AAAI 2023 Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023 Robust Generalization Strategies for Morpheme Glossing in an Endangered Language Documentation Context EMNLP 2023 S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023 Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023 SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023