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Data Augmentation

3622 directly classified papers

Papers per year

Papers

N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ACL 2022
Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022
Controlled Data Generation via Insertion Operations for NLU NAACL 2022
Towards better structured and less noisy Web data: Oscar with Register annotations COLING 2022
reamtchka at SemEval-2022 Task 6: Investigating the effect of different loss functions for Sarcasm detection for unbalanced datasets NAACL 2022
Using Translation Process Data to Explore Explicitation and Implicitation through Discourse Connectives COLING 2022
External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge INTERSPEECH 2022
Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions COLING 2022
Data Augmentation for Dementia Detection in Spoken Language. INTERSPEECH 2022
Improving Code-switched ASR with Linguistic Information COLING 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation ACL 2022
KPDROP: Improving Absent Keyphrase Generation EMNLP 2022
Unsupervised Data Augmentation for Aspect Based Sentiment Analysis COLING 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis COLING 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation INTERSPEECH 2022
Using Data Augmentation and Consistency Regularization to Improve Semi-supervised Speech Recognition INTERSPEECH 2022
The THUEE System Description for the IARPA OpenASR21 Challenge INTERSPEECH 2022
Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation INTERSPEECH 2022
Towards an AI-Infused Interdisciplinary Curriculum for Middle-Grade Classrooms AAAI 2022
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022
Data-Augmented Contact Model for Rigid Body Simulation L4DC 2022
AI Assisted Data Labeling with Interactive Auto Label AAAI 2022
Can Synthetic Translations Improve Bitext Quality? ACL 2022
PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022
An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022