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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

Offline Reinforcement Learning with Reverse Model-based Imagination NIPS 2021
AESOP: Paraphrase Generation with Adaptive Syntactic Control EMNLP 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection ACL 2021
LightTag: Text Annotation Platform EMNLP 2021
NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue EMNLP 2021
NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection ACL 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints EMNLP 2021
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models EMNLP 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021
Backtranslation in Neural Morphological Inflection EMNLP 2021
HW-TSC’s Submissions to the WMT21 Biomedical Translation Task EMNLP 2021
Zero-pronoun Data Augmentation for Japanese-to-English Translation ACL 2021
Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework CVPR 2021
What Can Style Transfer and Paintings Do for Model Robustness? CVPR 2021
Improved Handling of Motion Blur in Online Object Detection CVPR 2021
Lossy Compression for Lossless Prediction NIPS 2021
Model Uncertainty Guides Visual Object Tracking AAAI 2021
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System IJCNLP 2021
Uncertainty Quantification and Deep Ensembles NIPS 2021
Bootstrap Your Object Detector via Mixed Training NIPS 2021
Object-aware Contrastive Learning for Debiased Scene Representation NIPS 2021
Class-Incremental Learning via Dual Augmentation NIPS 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up NIPS 2021