conftrace_
← Keywords

data augmentation

3052 papers

Explore in graph

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

The YiTrans Speech Translation System for IWSLT 2022 Offline Shared Task ACL 2022
Learning to Learn Transferable Attack AAAI 2022
DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SEMEVAL 2022
HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity SEMEVAL 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition COLING 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation ACL 2022
Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022
Data augmentation in Bayesian neural networks and the cold posterior effect UAI 2022
On the effectiveness of adversarial training against common corruptions UAI 2022
TSMind: Alibaba and Soochow University’s Submission to the WMT22 Translation Suggestion Task EMNLP 2022
Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations NIPS 2022
DropMix: A Textual Data Augmentation Combining Dropout with Mixup EMNLP 2022
TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NIPS 2022
ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval EMNLP 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022
It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection EMNLP 2022
HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022
Semi-Supervised Learning of Semantic Correspondence With Pseudo-Labels CVPR 2022
Deep Visual Geo-Localization Benchmark CVPR 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022
EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022