| Synthesizer: Rethinking Self-Attention for Transformer Models | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Disentanglement Learning by intervention | Jan 1, 2021 | DisentanglementTranslation | —Unverified | 0 |
| Subformer: A Parameter Reduced Transformer | Jan 1, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Unsupervised Word Alignment via Cross-Lingual Contrastive Learning | Jan 1, 2021 | Contrastive LearningTranslation | CodeCode Available | 0 |
| Prior Knowledge Representation for Self-Attention Networks | Jan 1, 2021 | Translation | —Unverified | 0 |
| Demystifying Learning of Unsupervised Neural Machine Translation | Jan 1, 2021 | Machine TranslationTranslation | —Unverified | 0 |
| A Simple and General Strategy for Referential Problem in Low-Resource Neural Machine Translation | Jan 1, 2021 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | —Unverified | 0 |
| Good for Misconceived Reasons: Revisiting Neural Multimodal Machine Translation | Jan 1, 2021 | Machine TranslationMultimodal Machine Translation | —Unverified | 0 |
| Diversity Augmented Conditional Generative Adversarial Network for Enhanced Multimodal Image-to-Image Translation | Jan 1, 2021 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| iPTR: Learning a representation for interactive program translation retrieval | Jan 1, 2021 | Code TranslationRetrieval | —Unverified | 0 |
| Learning to Use Future Information in Simultaneous Translation | Jan 1, 2021 | DecoderMachine Translation | CodeCode Available | 0 |
| DiP Benchmark Tests: Evaluation Benchmarks for Discourse Phenomena in MT | Jan 1, 2021 | Machine TranslationTranslation | —Unverified | 0 |
| Predicting the impact of dataset composition on model performance | Jan 1, 2021 | Experimental DesignMachine Translation | —Unverified | 0 |
| Learning without Forgetting: Task Aware Multitask Learning for Multi-Modality Tasks | Jan 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| On the use of linguistic similarities to improve Neural Machine Translation for African Languages | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Information-theoretic Vocabularization via Optimal Transport | Jan 1, 2021 | Machine TranslationTranslation | —Unverified | 0 |
| Syntactic Relevance XLNet Word Embedding Generation in Low-Resource Machine Translation | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation | Jan 1, 2021 | DecoderMachine Translation | —Unverified | 0 |
| FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation | Dec 31, 2020 | Autonomous VehiclesDiversity | CodeCode Available | 0 |
| Incremental Embedding Learning via Zero-Shot Translation | Dec 31, 2020 | Face RecognitionImage Retrieval | CodeCode Available | 0 |
| Neural Machine Translation: A Review of Methods, Resources, and Tools | Dec 31, 2020 | Data AugmentationMachine Translation | —Unverified | 0 |
| Fully Synthetic Data Improves Neural Machine Translation with Knowledge Distillation | Dec 31, 2020 | Knowledge DistillationMachine Translation | —Unverified | 0 |
| Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade | Dec 31, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation | Dec 31, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora | Dec 31, 2020 | SentenceTranslation | CodeCode Available | 3 |
| Revisiting Robust Neural Machine Translation: A Transformer Case Study | Dec 31, 2020 | DenoisingMachine Translation | —Unverified | 0 |
| Vocabulary Learning via Optimal Transport for Neural Machine Translation | Dec 31, 2020 | GPUMachine Translation | CodeCode Available | 1 |
| XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders | Dec 31, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Reservoir Transformers | Dec 30, 2020 | BIG-bench Machine LearningLanguage Modelling | —Unverified | 0 |
| Synthetic Source Language Augmentation for Colloquial Neural Machine Translation | Dec 30, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Improving Zero-Shot Translation by Disentangling Positional Information | Dec 30, 2020 | Machine TranslationTranslation | CodeCode Available | 0 |
| Accurate Word Representations with Universal Visual Guidance | Dec 30, 2020 | Machine TranslationNatural Language Understanding | —Unverified | 0 |
| Improving BERT with Syntax-aware Local Attention | Dec 30, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Faster Re-translation Using Non-Autoregressive Model For Simultaneous Neural Machine Translation | Dec 29, 2020 | Machine TranslationTAR | —Unverified | 0 |
| Understanding and Improving Lexical Choice in Non-Autoregressive Translation | Dec 29, 2020 | Knowledge DistillationTranslation | —Unverified | 0 |
| Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning | Dec 29, 2020 | DecoderGrammatical Error Correction | CodeCode Available | 1 |
| Towards Fully Automated Manga Translation | Dec 28, 2020 | Machine TranslationTranslation | CodeCode Available | 3 |
| Neural Text Generation with Artificial Negative Examples | Dec 28, 2020 | Image CaptioningMachine Translation | —Unverified | 0 |
| Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval | Dec 28, 2020 | Answer GenerationQuestion Answering | —Unverified | 0 |
| Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning | Dec 28, 2020 | 3D ReconstructionMedical Diagnosis | —Unverified | 0 |
| LCCNet: LiDAR and Camera Self-Calibration using Cost Volume Network | Dec 27, 2020 | Translation | CodeCode Available | 1 |
| Learning Light-Weight Translation Models from Deep Transformer | Dec 27, 2020 | Knowledge DistillationMachine Translation | CodeCode Available | 1 |
| SG-Net: Syntax Guided Transformer for Language Representation | Dec 27, 2020 | Machine Reading ComprehensionMachine Translation | —Unverified | 0 |
| Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies | Dec 26, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
| Why Neural Machine Translation Prefers Empty Outputs | Dec 24, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters | Dec 24, 2020 | DecoderMachine Translation | —Unverified | 0 |
| ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation | Dec 23, 2020 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Future-Guided Incremental Transformer for Simultaneous Translation | Dec 23, 2020 | Knowledge DistillationTranslation | —Unverified | 0 |
| Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs | Dec 23, 2020 | Anomaly DetectionArticles | CodeCode Available | 1 |
| Vid2Actor: Free-viewpoint Animatable Person Synthesis from Video in the Wild | Dec 23, 2020 | Image GenerationImage-to-Image Translation | —Unverified | 0 |