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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023
Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple References EMNLP 2023
Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023
Benchmarking Robustness to Adversarial Image Obfuscations NIPS 2023
Frequency Domain-Based Dataset Distillation NIPS 2023
Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation INTERSPEECH 2023
Team Error Point at BLP-2023 Task 2: A Comparative Exploration of Hybrid Deep Learning and Machine Learning Approach for Advanced Sentiment Analysis Techniques. EMNLP 2023
Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis ACL 2023
Global Structure-Aware Diffusion Process for Low-light Image Enhancement NIPS 2023
Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition INTERSPEECH 2023
RankAug: Augmented data ranking for text classification EMNLP 2023
Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning NIPS 2023
DISCO-10M: A Large-Scale Music Dataset NIPS 2023
MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023
IOL Research Machine Translation Systems for WMT23 Low-Resource Indic Language Translation Shared Task EMNLP 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition INTERSPEECH 2023
Automatic Transcription of Handwritten Old Occitan Language EMNLP 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation EMNLP 2023
Investigating Techniques for a Deeper Understanding of Neural Machine Translation (NMT) Systems through Data Filtering and Fine-tuning Strategies EMNLP 2023
Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing EACL 2023