data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System IJCNLP 2021

Generating Gender Augmented Data for NLP IJCNLP 2021

DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach IJCNLP 2021

Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation IJCNLP 2021

SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection IJCNLP 2021

NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection IJCNLP 2021

Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense IJCNLP 2021

Zero-pronoun Data Augmentation for Japanese-to-English Translation IJCNLP 2021

LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features IJCNLP 2021

macech at SemEval-2021 Task 5: Toxic Spans Detection SEMEVAL 2021

IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes SEMEVAL 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