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data augmentation

3,121 papers

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DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction EMNLP 2022 Syntactically Robust Training on Partially-Observed Data for Open Information Extraction EMNLP 2022 Syntax-driven Data Augmentation for Named Entity Recognition COLING 2022 Synthesizing Near Native-accented Speech for a Non-native Speaker by Imitating the Pronunciation and Prosody of a Native Speaker Interspeech 2022 Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022 Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022 Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation NAACL 2022 Target-Side Input Augmentation for Sequence to Sequence Generation ICLR 2022 Task-driven augmented data evaluation EMNLP 2022 TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022 TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla SemEval 2022 Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022 Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022 Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation SemEval 2022 Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks ACL 2022 TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022 The AISP-SJTU Translation System for WMT 2022 EMNLP 2022 The ARC-NKUA Submission for the English-Ukrainian General Machine Translation Shared Task at WMT22 EMNLP 2022 The Effects of Regularization and Data Augmentation are Class Dependent NeurIPS 2022 The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification CVPR 2022 The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia COLING 2022 The THUEE System Description for the IARPA OpenASR21 Challenge Interspeech 2022 The VolcTrans System for WMT22 Multilingual Machine Translation Task EMNLP 2022 The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 ACL 2022 The YiTrans Speech Translation System for IWSLT 2022 Offline Shared Task ACL 2022