Data Augmentation

CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset COLING 2024 CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts NeurIPS 2024 CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP NAACL 2024 CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024 Code-Mixed Text Augmentation for Latvian ASR COLING 2024 Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024 Color-Oriented Redundancy Reduction in Dataset Distillation NeurIPS 2024 Combating Insider Threat in the Open-World Environments: Identification, Monitoring, and Data Augmentation AAAI 2024 Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024 Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems ACL 2024 Compilation of a Synthetic Judeo-French Corpus EACL 2024 Complex question generation using discourse-based data augmentation EACL 2024 Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024 Computational Methods for the Analysis of Complementizer Variability in Language and Literature: The Case of Hebrew “she-” and “ki” EMNLP 2024 Consistency Training by Synthetic Question Generation for Conversational Question Answering ACL 2024 Consistent Document-level Relation Extraction via Counterfactuals EMNLP 2024 Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems NAACL 2024 Continual Learning in the Frequency Domain NeurIPS 2024 Contrastive Learning to Improve Retrieval for Real-World Fact Checking EMNLP 2024 Contribution of Move Structure to Automatic Genre Identification: An Annotated Corpus of French Tourism Websites COLING 2024 Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation ACL 2024 Controllable Paraphrase Generation for Semantic and Lexical Similarities COLING 2024 Controlled Transformation of Text-Attributed Graphs EMNLP 2024 ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024 CorpusArièja: Building an Annotated Corpus with Variation in Occitan COLING 2024