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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

AutoSynth: Learning to Generate 3D Training Data for Object Point Cloud Registration ICCV 2023
Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification ICCV 2023
Pre-training Vision Transformers with Very Limited Synthesized Images ICCV 2023
The Victim and The Beneficiary: Exploiting a Poisoned Model to Train a Clean Model on Poisoned Data ICCV 2023
Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study ICCV 2023
Adversarial Bayesian Augmentation for Single-Source Domain Generalization ICCV 2023
Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction EMNLP 2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning ICCV 2023
HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media SEMEVAL 2023
When to Learn What: Model-Adaptive Data Augmentation Curriculum ICCV 2023
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks SEMEVAL 2023
CodeNLP at SemEval-2023 Task 2: Data Augmentation for Named Entity Recognition by Combination of Sequence Generation Strategies SEMEVAL 2023
WKU_NLP at SemEval-2023 Task 9: Translation Augmented Multilingual Tweet Intimacy Analysis SEMEVAL 2023
NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset SEMEVAL 2023
JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning SEMEVAL 2023
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023
ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers SEMEVAL 2023
HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task EMNLP 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SEMEVAL 2023
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages SEMEVAL 2023
HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model SEMEVAL 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning SEMEVAL 2023
ZBL2W at SemEval-2023 Task 9: A Multilingual Fine-tuning Model with Data Augmentation for Tweet Intimacy Analysis SEMEVAL 2023
KINLP at SemEval-2023 Task 12: Kinyarwanda Tweet Sentiment Analysis SEMEVAL 2023
Sartipi-Sedighin at SemEval-2023 Task 2: Fine-grained Named Entity Recognition with Pre-trained Contextual Language Models and Data Augmentation from Wikipedia SEMEVAL 2023