data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models COLING 2025

Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection IJCNLP 2025

Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025

CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval ACL 2025

Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025

Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025

From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition EMNLP 2025

InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025

To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025

Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025

Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025

On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025

Enhancing LLM Knowledge Learning through Generalization EMNLP 2025

Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025

Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data EMNLP 2025

Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning CVPR 2025

DLUT and GTCOM’s Large Language Model Based Translation System for WMT25 EMNLP 2025

The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR NAACL 2025

BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training CVPR 2025

Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025

Investigating the Effect of Backtranslation for Indic Languages COLING 2025

Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates ACL 2025

Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025

Learning Cross-Dialectal Morphophonology with Syllable Structure Constraints COLING 2025

SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control AAAI 2025