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data augmentation

3052 papers

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DA

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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

Improved English to Hindi Multimodal Neural Machine Translation ACL 2021
An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation ICCV 2021
SimROD: A Simple Adaptation Method for Robust Object Detection ICCV 2021
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS ICCV 2021
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation ICCV 2021
RobustNav: Towards Benchmarking Robustness in Embodied Navigation ICCV 2021
THDA: Treasure Hunt Data Augmentation for Semantic Navigation ICCV 2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability ACL 2021
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images ACL 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features IJCNLP 2021
Data-Efficient Instance Generation from Instance Discrimination NIPS 2021
Improving Robustness using Generated Data NIPS 2021
AugMax: Adversarial Composition of Random Augmentations for Robust Training NIPS 2021
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis ACL 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021 INTERSPEECH 2021
Visual Transformers for Primates Classification and Covid Detection INTERSPEECH 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach IJCNLP 2021
Table-based Fact Verification With Salience-aware Learning EMNLP 2021
Self-training Improves Pre-training for Natural Language Understanding NAACL 2021
Training Data Augmentation for Code-Mixed Translation NAACL 2021
NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering NAACL 2021
Practical Transformer-based Multilingual Text Classification NAACL 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization NAACL 2021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP 2021