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| Step-unrolled Denoising Autoencoders for Text Generation | Dec 13, 2021 | DenoisingLanguage Modeling | CodeCode Available | 1 |
| Efficient and Reliable Overlay Networks for Decentralized Federated Learning | Dec 12, 2021 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks | Dec 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Discourse-Aware Soft Prompting for Text Generation | Dec 10, 2021 | BlockingConditional Text Generation | —Unverified | 0 |
| Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation | Dec 10, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning | Dec 9, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| From Scattered Sources to Comprehensive Technology Landscape: A Recommendation-based Retrieval Approach | Dec 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents | Dec 8, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MLP Architectures for Vision-and-Language Modeling: An Empirical Study | Dec 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-Shot Recommendation as Language Modeling | Dec 8, 2021 | Collaborative FilteringLanguage Modeling | CodeCode Available | 1 |
| JABER and SABER: Junior and Senior Arabic BERt | Dec 8, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A deep language model to predict metabolic network equilibria | Dec 7, 2021 | Deep LearningLanguage Modeling | —Unverified | 0 |
| GKS: Graph-based Knowledge Selector for Task-oriented Dialog System | Dec 7, 2021 | Decision MakingGraph Attention | —Unverified | 0 |
| Automated Story Generation as Question-Answering | Dec 7, 2021 | Generative Question AnsweringLanguage Modeling | —Unverified | 0 |
| Quantifying Adaptability in Pre-trained Language Models with 500 Tasks | Dec 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| An Effective GCN-based Hierarchical Multi-label classification for Protein Function Prediction | Dec 6, 2021 | Hierarchical Multi-label ClassificationLanguage Modeling | —Unverified | 0 |
| DIBERT: Dependency Injected Bidirectional Encoder Representations from Transformers | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Gaudí: Conversational Interactions with Deep Representations to Generate Image Collections | Dec 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning | Dec 5, 2021 | Continual LearningLanguage Modeling | —Unverified | 0 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Representation Learning for Conversational Data using Discourse Mutual Information Maximization | Dec 4, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach | Dec 3, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset | Dec 3, 2021 | Document RankingLanguage Modeling | CodeCode Available | 1 |