| Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking | Dec 17, 2021 | Passage RetrievalRepresentation Learning | —Unverified | 0 |
| Isometric MT: Neural Machine Translation for Automatic Dubbing | Dec 16, 2021 | Machine TranslationRe-Ranking | —Unverified | 0 |
| Maximum Bayes Smatch Ensemble Distillation for AMR Parsing | Dec 14, 2021 | AMR ParsingData Augmentation | CodeCode Available | 0 |
| Sequence-level self-learning with multiple hypotheses | Dec 10, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution | Dec 9, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning | Nov 30, 2021 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection | Nov 27, 2021 | Intrusion DetectionNetwork Intrusion Detection | CodeCode Available | 0 |
| Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning | Nov 21, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 |
| Self-Learning Tuning for Post-Silicon Validation | Nov 17, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Control False Negative Instances In Contrastive Learning To ImproveLong-tailed Item Categorization | Nov 16, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| Improving Word Translation via Two-Stage Contrastive Learning | Nov 16, 2021 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 |
| A Parameter Aggregation Strategy on Personalized Federated Learning | Nov 16, 2021 | Edge-computingFederated Learning | —Unverified | 0 |
| Reinforcement Learning of Self Enhancing Camera Image and Signal Processing | Nov 15, 2021 | BlockingData Augmentation | CodeCode Available | 0 |
| Stain-free Detection of Embryo Polarization using Deep Learning | Nov 8, 2021 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Corporate Bankruptcy Prediction with BERT Model | Nov 1, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Knowledge Inheritance for Pre-trained Language Models | Oct 16, 2021 | Lifelong learningSelf-Learning | —Unverified | 0 |
| Application of Neural Network in Optimization of Chemical Process | Oct 11, 2021 | Chemical ProcessSelf-Learning | —Unverified | 0 |
| Algorithmic collusion: A critical review | Oct 10, 2021 | BIG-bench Machine LearningSelf-Learning | —Unverified | 0 |
| Application of Artificial Neural Networks for Catalysis | Oct 3, 2021 | Self-Learning | —Unverified | 0 |
| Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages | Oct 2, 2021 | DiversityMachine Translation | —Unverified | 0 |
| Artificial Neural Network and its Application Research Progress in Distillation | Oct 1, 2021 | Self-Learning | —Unverified | 0 |
| The Needle in the haystack: Out-distribution aware Self-training in an Open-World Setting | Sep 29, 2021 | Out-of-Distribution DetectionSelf-Learning | —Unverified | 0 |
| Training with Worst-Case Distributional Shift causes Overestimation and Inaccuracies in State-Action Value Functions | Sep 29, 2021 | Atari GamesSelf-Learning | —Unverified | 0 |
| Multi-class Probabilistic Bounds for Self-learning | Sep 29, 2021 | Multi-class ClassificationSelf-Learning | —Unverified | 0 |
