Data Augmentation

Speech Replay Detection with x-Vector Attack Embeddings and Spectral Features Interspeech 2019 SSN-SPARKS at SemEval-2019 Task 9: Mining Suggestions from Online Reviews using Deep Learning Techniques on Augmented Data SemEval 2019 STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings SemEval 2019 Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation NAACL 2019 Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation EMNLP 2019 Supervised neural machine translation based on data augmentation and improved training & inference process EMNLP 2019 Synthetic QA Corpora Generation with Roundtrip Consistency ACL 2019 SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task EMNLP 2019 Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation ACL 2019 Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification ACL 2019 The 2018 NIST Speaker Recognition Evaluation Interspeech 2019 The BLCU System in the BEA 2019 Shared Task ACL 2019 The Contribution of Lip Protrusion to Anglo-English /r/: Evidence from Hyper- and Non-Hyperarticulated Speech Interspeech 2019 The DKU-LENOVO Systems for the INTERSPEECH 2019 Computational Paralinguistic Challenge Interspeech 2019 The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion Interspeech 2019 The I2R’s ASR System for the VOiCES from a Distance Challenge 2019 Interspeech 2019 The LeVoice Far-Field Speech Recognition System for VOiCES from a Distance Challenge 2019 Interspeech 2019 The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task ACL 2019 Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence NeurIPS 2019 Towards Actual (Not Operational) Textual Style Transfer Auto-Evaluation EMNLP 2019 Towards an Annotation Scheme for Complex Laughter in Speech Corpora Interspeech 2019 Towards Efficient Data Valuation Based on the Shapley Value AISTATS 2019 Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019 Transforming Complex Sentences into a Semantic Hierarchy ACL 2019 UBC-NLP at SemEval-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data SemEval 2019