Data Augmentation

Conditional Response Augmentation for Dialogue Using Knowledge Distillation Interspeech 2020 Consistency Regularization for Generative Adversarial Networks ICLR 2020 Contextual Augmentation of Pretrained Language Models for Emotion Recognition in Conversations COLING 2020 Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation EMNLP 2020 Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020 Controlled Crowdsourcing for High-Quality QA-SRL Annotation ACL 2020 Counterfactual Data Augmentation using Locally Factored Dynamics NeurIPS 2020 Crawling and Preprocessing Mailing Lists At Scale for Dialog Analysis ACL 2020 Curriculum By Smoothing NeurIPS 2020 CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features EMNLP 2020 CycleISP: Real Image Restoration via Improved Data Synthesis CVPR 2020 DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP 2020 Data Augmentation for Code-Switch Language Modeling by Fusing Multiple Text Generation Methods Interspeech 2020 Data Augmentation for Multiclass Utterance Classification – A Systematic Study COLING 2020 Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors ACL 2020 Data Augmentation for Transformer-based G2P ACL 2020 Data Augmentation using Pre-trained Transformer Models AACL 2020 Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children’s Speech Interspeech 2020 Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages COLING 2020 Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding Interspeech 2020 Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020 Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems COLING 2020 Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ACL 2020 Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora COLING 2020 Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition Interspeech 2020