| 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 |