Data Augmentation

LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024 Limitations of Face Image Generation AAAI 2024 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024 LLM-Assisted Code Cleaning For Training Accurate Code Generators ICLR 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024 LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024 LLMs and NLP for Generalized Learning in AI-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence EMNLP 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study EMNLP 2024 LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification EMNLP 2024 Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner NeurIPS 2024 Logging Keystrokes in Writing by English Learners COLING 2024 LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024 Low-resource neural machine translation with morphological modeling NAACL 2024 LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024 Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 Managing Fine-grained Metadata for Text Bases in Extremely Low Resource Languages: The Cases of Two Regional Languages of France COLING 2024 Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024 MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NeurIPS 2024 MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification EACL 2024 MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs ACL 2024 Math Problem Solving: Enhancing Large Language Models with Semantically Rich Symbolic Variables COLING 2024 MemeMind at ArAIEval Shared Task: Generative Augmentation and Feature Fusion for Multimodal Propaganda Detection in Arabic Memes through Advanced Language and Vision Models ACL 2024