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data augmentation

3052 papers

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Also known as

DA

Co-occurring keywords

text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Towards robust and generalizable representations of extracellular data using contrastive learning NIPS 2023
VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia ACL 2023
NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection ACL 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning ACL 2023
Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023
HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model ACL 2023
Boosting Text Augmentation via Hybrid Instance Filtering Framework ACL 2023
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation ACL 2023
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks ACL 2023
Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy ACL 2023
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023
Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023
Consistent Text Categorization using Data Augmentation in e-Commerce ACL 2023
Label efficient semi-supervised conversational intent classification ACL 2023
TransGEC: Improving Grammatical Error Correction with Translationese ACL 2023
Benchmarking Robustness to Adversarial Image Obfuscations NIPS 2023
Lookaround Optimizer: $k$ steps around, 1 step average NIPS 2023
Frequency Domain-Based Dataset Distillation NIPS 2023
Target-Side Augmentation for Document-Level Machine Translation ACL 2023
HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
Graph Component Contrastive Learning for Concept Relatedness Estimation AAAI 2023
Improving multimodal datasets with image captioning NIPS 2023
Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023
MMT’s Submission for the WMT 2023 Quality Estimation Shared Task EMNLP 2023