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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Zero-pronoun Data Augmentation for Japanese-to-English Translation IJCNLP 2021
Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format ACL 2021
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense SEMEVAL 2021
Automating Claim Construction in Patent Applications: The CMUmine Dataset EMNLP 2021
Improved pronunciation prediction accuracy using morphology ACL 2021
AugMax: Adversarial Composition of Random Augmentations for Robust Training NIPS 2021
Improving Robustness using Generated Data NIPS 2021
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis NIPS 2021
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps NIPS 2021
Data-Efficient Instance Generation from Instance Discrimination NIPS 2021
Metropolis-Hastings Data Augmentation for Graph Neural Networks NIPS 2021
Identifiable Generative models for Missing Not at Random Data Imputation NIPS 2021
Large-Scale English-Japanese Simultaneous Interpretation Corpus: Construction and Analyses with Sentence-Aligned Data ACL 2021
The Classical Language Toolkit: An NLP Framework for Pre-Modern Languages ACL 2021
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora EMNLP 2021
Constructing a Fair Classifier with Generated Fair Data AAAI 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021
HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection IJCNLP 2021
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021
Improved English to Hindi Multimodal Neural Machine Translation ACL 2021
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification EMNLP 2021
Learning to Perturb Word Embeddings for Out-of-distribution QA IJCNLP 2021
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS ICCV 2021