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Data Augmentation

3622 directly classified papers

Papers per year

Papers

AESOP: Paraphrase Generation with Adaptive Syntactic Control EMNLP 2021
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation ACL 2021
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation EMNLP 2021
The Helsinki submission to the AmericasNLP shared task NAACL 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task ACL 2021
Human Perception in Natural Language Generation ACL 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ACL 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 ACL 2021
Generating Gender Augmented Data for NLP ACL 2021
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System ACL 2021
Modeling the Effect of Military Oxygen Masks on Speech Characteristics INTERSPEECH 2021
Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021
Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation IJCNLP 2021
EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model INTERSPEECH 2021
Generating Gender Augmented Data for NLP IJCNLP 2021
Interactive Video Object Mask Annotation AAAI 2021
ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles ACL 2021
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ACL 2021
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings ACL 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition ACL 2021
MetaAugment: Sample-Aware Data Augmentation Policy Learning AAAI 2021
Consistency Regularization for Cross-Lingual Fine-Tuning ACL 2021
How to Save your Annotation Cost for Panoptic Segmentation? AAAI 2021
Changing the World by Changing the Data ACL 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing INTERSPEECH 2021