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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Webinterpret Submission to the WMT2019 Shared Task on Parallel Corpus Filtering ACL 2019
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization ACL 2019
Manipulating the Difficulty of C-Tests ACL 2019
Morphology-aware Word-Segmentation in Dialectal Arabic Adaptation of Neural Machine Translation ACL 2019
MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool ACL 2019
Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019
Query selection methods for automated corpora construction with a use case in food-drug interactions ACL 2019
The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task ACL 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology ACL 2019
Augmenting a German Morphological Database by Data-Intense Methods ACL 2019
Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis ACL 2019
Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions AAAI 2019
Multi-Level Memory for Task Oriented Dialogs NAACL 2019
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets AAAI 2019
A Study of Incorrect Paraphrases in Crowdsourced User Utterances NAACL 2019
Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension ACL 2019
Improving the Robustness of Question Answering Systems to Question Paraphrasing ACL 2019
Synthetic QA Corpora Generation with Roundtrip Consistency ACL 2019
Erroneous data generation for Grammatical Error Correction ACL 2019
NRC Parallel Corpus Filtering System for WMT 2019 ACL 2019
Exploiting Monolingual Data at Scale for Neural Machine Translation EMNLP 2019
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation EMNLP 2019
Implicit Semantic Data Augmentation for Deep Networks NIPS 2019
Consistency-based Semi-supervised Learning for Object detection NIPS 2019