Deep Learning

Improving Adversarial Text Generation by Modeling the Distant Future ACL 2020 Improving Arabic Text Categorization Using Transformer Training Diversification COLING 2020 Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020 Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020 Improving Auto-Augment via Augmentation-Wise Weight Sharing NeurIPS 2020 Improving Autoregressive NMT with Non-Autoregressive Model ACL 2020 Improving Code-Switching Language Modeling with Artificially Generated Texts Using Cycle-Consistent Adversarial Networks Interspeech 2020 Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation Interspeech 2020 Improving Constituency Parsing with Span Attention EMNLP 2020 Improving Context-Aware Neural Machine Translation Using Self-Attentive Sentence Embedding AAAI 2020 Improving Context Modeling in Neural Topic Segmentation AACL 2020 Improving Convolutional Networks With Self-Calibrated Convolutions CVPR 2020 Improving Detection of Alzheimer’s Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction Interspeech 2020 Improving Disfluency Detection by Self-Training a Self-Attentive Model ACL 2020 Improving Document-Level Neural Machine Translation with Domain Adaptation ACL 2020 Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning AAAI 2020 Improving ECG Classification Using Generative Adversarial Networks AAAI 2020 Improving Entity Linking by Modeling Latent Entity Type Information AAAI 2020 Improving Entity Linking through Semantic Reinforced Entity Embeddings ACL 2020 Improving Event Detection via Open-domain Trigger Knowledge ACL 2020 Improving Event Duration Prediction via Time-aware Pre-training EMNLP 2020 Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples EMNLP 2020 Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation COLING 2020 Improving Image Captioning with Better Use of Caption ACL 2020 Improving Inference for Neural Image Compression NeurIPS 2020