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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

A General Analysis of Example-Selection for Stochastic Gradient Descent ICLR 2022 AIM: An Auto-Augmenter for Images and Meshes CVPR 2022 akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection SemEval 2022 AlignMixup: Improving Representations by Interpolating Aligned Features CVPR 2022 ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification AAAI 2022 A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation ACL 2022 AMR-DA: Data Augmentation by Abstract Meaning Representation ACL 2022 A Multi-grained based Attention Network for Semi-supervised Sound Event Detection Interspeech 2022 A Multimodal Strategy for Singing Language Identification Interspeech 2022 Analyzing Data-Centric Properties for Graph Contrastive Learning NeurIPS 2022 Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022 An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding COLING 2022 Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) AAAI 2022 AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022 An Unsupervised Hunt for Gravitational Lenses AISTATS 2022 A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022 ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification EMNLP 2022 Articulatory Synthesis for Data Augmentation in Phoneme Recognition Interspeech 2022 A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NeurIPS 2022 ASRtrans at SemEval-2022 Task 4: Ensemble of Tuned Transformer-based Models for PCL Detection SemEval 2022 ATD: Augmenting CP Tensor Decomposition by Self Supervision NeurIPS 2022 A Theory of PAC Learnability under Transformation Invariances NeurIPS 2022 Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis Interspeech 2022 AugCSE: Contrastive Sentence Embedding with Diverse Augmentations AACL 2022 Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022