Architectures

Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies. ICML 2021 Improving Compositionality of Neural Networks by Decoding Representations to Inputs NeurIPS 2021 Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures EACL 2021 Improving Formality Style Transfer with Context-Aware Rule Injection ACL 2021 Improving Generation and Evaluation of Visual Stories via Semantic Consistency NAACL 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network AAAI 2021 Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation EMNLP 2021 Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction ACL 2021 Improving Machine Translation of Rare and Unseen Word Senses EMNLP 2021 Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity ICML 2021 Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details MIDL 2021 Improving Multilingual Transformer Transducer Models by Reducing Language Confusions Interspeech 2021 Improving Neural RST Parsing Model with Silver Agreement Subtrees NAACL 2021 Improving Punctuation Restoration for Speech Transcripts via External Data EMNLP 2021 Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations WACV 2021 Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks ICCV 2021 Improving Robustness of One-Shot Voice Conversion with Deep Discriminative Speaker Encoder Interspeech 2021 Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP 2021 Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021 Improving Streaming Transformer Based ASR Under a Framework of Self-Supervised Learning Interspeech 2021 Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021 Improving Time Delay Neural Network Based Speaker Recognition with Convolutional Block and Feature Aggregation Methods Interspeech 2021 Improving Video Captioning With Temporal Composition of a Visual-Syntactic Embedding WACV 2021 Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers NeurIPS 2021