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Data Augmentation

3622 directly classified papers

Papers per year

Papers

One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music Comment COLING 2020
WMD at SemEval-2020 Tasks 7 and 11: Assessing Humor and Propaganda Using Unsupervised Data Augmentation COLING 2020
NTUNLPL at FinCausal 2020, Task 2:Improving Causality Detection Using Viterbi Decoder COLING 2020
Amsqr at SemEval-2020 Task 12: Offensive Language Detection Using Neural Networks and Anti-adversarial Features COLING 2020
Gaming Corpus for Studying Social Screams INTERSPEECH 2020
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding INTERSPEECH 2020
SpeechMix — Augmenting Deep Sound Recognition Using Hidden Space Interpolations INTERSPEECH 2020
The NTNU System at the Interspeech 2020 Non-Native Children’s Speech ASR Challenge INTERSPEECH 2020
Oxymorons: a preliminary corpus investigation ACL 2020
Crawling and Preprocessing Mailing Lists At Scale for Dialog Analysis ACL 2020
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations ACL 2020
Augmenting Neural Metaphor Detection with Concreteness ACL 2020
Boosting Neural Machine Translation with Similar Translations ACL 2020
Image-Chat: Engaging Grounded Conversations ACL 2020
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL 2020
How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020
Data Augmentation for Transformer-based G2P ACL 2020
Fact-based Text Editing ACL 2020
Paraphrase Augmented Task-Oriented Dialog Generation ACL 2020
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs ACL 2020
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data EMNLP 2020
OpusFilter: A Configurable Parallel Corpus Filtering Toolbox ACL 2020
Annotating and quantifying narrative time disruptions in modernist and hypertext fiction ACL 2020
Learning to Fuse Sentences with Transformers for Summarization EMNLP 2020
Review-based Question Generation with Adaptive Instance Transfer and Augmentation ACL 2020