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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

EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022
Deep Visual Geo-Localization Benchmark CVPR 2022
Semi-Supervised Learning of Semantic Correspondence With Pseudo-Labels CVPR 2022
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning ACL 2022
Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks ACL 2022
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022
Conditional set generation using Seq2seq models EMNLP 2022
ConNER: Consistency Training for Cross-lingual Named Entity Recognition EMNLP 2022
Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ACL 2022
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022
DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations EMNLP 2022
Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play EMNLP 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022
Better Quality Estimation for Low Resource Corpus Mining ACL 2022
Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022
The VolcTrans System for WMT22 Multilingual Machine Translation Task EMNLP 2022
Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022
What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective NIPS 2022
DC-BENCH: Dataset Condensation Benchmark NIPS 2022
TSMind: Alibaba and Soochow University’s Submission to the WMT22 Translation Suggestion Task EMNLP 2022
The YiTrans Speech Translation System for IWSLT 2022 Offline Shared Task ACL 2022