Data Augmentation

A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets EACL 2023 Adversarial Learning for Feature Shift Detection and Correction NeurIPS 2023 Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023 AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation AAAI 2023 A Fast Method to Filter Noisy Parallel Data WMT2023 Shared Task on Parallel Data Curation EMNLP 2023 AI and Parallelism in CS1: Experiences and Analysis AAAI 2023 A Lightweight Method to Generate Unanswerable Questions in English EMNLP 2023 Anchor Data Augmentation NeurIPS 2023 An Effective Approach for Informational and Lexical Bias Detection EACL 2023 An Efficient Approach for the Automated Segmentation and Transcription of the People's Speech Sorpus Interspeech 2023 An Efficient Dataset Condensation Plugin and Its Application to Continual Learning NeurIPS 2023 An Empirical Comparison of LM-based Question and Answer Generation Methods ACL 2023 An Empirical Study of Clinical Note Generation from Doctor-Patient Encounters EACL 2023 An Extensive Exploration of Back-Translation in 60 Languages ACL 2023 An Integrated Search System for Korea Weather Data EMNLP 2023 A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis ACML 2023 A Pipeline to Evaluate the Effects of Noise on Machine Learning Detection of Laryngeal Cancer Interspeech 2023 Appeal for Attention at SemEval-2023 Task 3: Data augmentation extension strategies for detection of online news persuasion techniques SemEval 2023 A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model Interspeech 2023 AQuA: A Benchmarking Tool for Label Quality Assessment NeurIPS 2023 Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation Interspeech 2023 A Sea of Words: An In-Depth Analysis of Anchors for Text Data AISTATS 2023 Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023 ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion Interspeech 2023 A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing EACL 2023