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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

macech at SemEval-2021 Task 5: Toxic Spans Detection ACL 2021
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training IJCNLP 2021
Data augmentation for low-resource grapheme-to-phoneme mapping IJCNLP 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions IJCNLP 2021
Exploring Listwise Evidence Reasoning with T5 for Fact Verification IJCNLP 2021
Towards more equitable question answering systems: How much more data do you need? IJCNLP 2021
Avoiding Overlap in Data Augmentation for AMR-to-Text Generation IJCNLP 2021
ANVITA Machine Translation System for WAT 2021 MultiIndicMT Shared Task IJCNLP 2021
LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation IJCNLP 2021
Without Further Ado: Direct and Simultaneous Speech Translation by AppTek in 2021 IJCNLP 2021
FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection IJCNLP 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation IJCNLP 2021
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis IJCNLP 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study IJCNLP 2021
Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution IJCNLP 2021
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation IJCNLP 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection WACV 2021
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format ACL 2021
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings IJCNLP 2021
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation IJCNLP 2021
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability IJCNLP 2021
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification IJCNLP 2021
SliceNets -- A Scalable Approach for Object Detection in 3D CT Scans WACV 2021
Learning Data Augmentation With Online Bilevel Optimization for Image Classification WACV 2021