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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs CVPR 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability ACL 2021
Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and Extraction ACL 2021
Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis EMNLP 2021
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation AAAI 2021
How Data Augmentation affects Optimization for Linear Regression NIPS 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data NIPS 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021
FAST: Fast Annotation tool for SmarT devices EMNLP 2021
Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting EMNLP 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection ACL 2021
Training Dynamic based data filtering may not work for NLP datasets EMNLP 2021
[RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021
Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation IJCNLP 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models IJCNLP 2021
Don’t Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation Data ACL 2021
giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration JMLR 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection IJCNLP 2021
Adapting Coreference Resolution for Processing Violent Death Narratives NAACL 2021
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System IJCNLP 2021
ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles IJCNLP 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021