| Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences | Jul 6, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes | Jul 2, 2020 | Meta-LearningThompson Sampling | CodeCode Available | 1 |
| Multimodal Transformer for Multimodal Machine Translation | Jul 1, 2020 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| HausaMT v1.0: Towards English--Hausa Neural Machine Translation | Jul 1, 2020 | DecoderDiversity | CodeCode Available | 1 |
| ParaCrawl: Web-Scale Acquisition of Parallel Corpora | Jul 1, 2020 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| Simultaneous Translation and Paraphrase for Language Education | Jul 1, 2020 | Machine TranslationMultilingual NLP | CodeCode Available | 1 |
| Multi-Head Attention: Collaborate Instead of Concatenate | Jun 29, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards | Jun 27, 2020 | Machine Translationreinforcement-learning | CodeCode Available | 1 |
| Graph Optimal Transport for Cross-Domain Alignment | Jun 26, 2020 | Graph MatchingImage Captioning | CodeCode Available | 1 |
| A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model | Jun 26, 2020 | Translation | CodeCode Available | 1 |
| Pre-training via Paraphrasing | Jun 26, 2020 | Document SummarizationDocument Translation | CodeCode Available | 1 |
| A High-Quality Multilingual Dataset for Structured Documentation Translation | Jun 24, 2020 | TranslationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation | Jun 18, 2020 | DecoderKnowledge Distillation | CodeCode Available | 1 |
| Multi-branch Attentive Transformer | Jun 18, 2020 | Code GenerationMachine Translation | CodeCode Available | 1 |
| ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping | Jun 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks | Jun 15, 2020 | AutoMLKnowledge Distillation | CodeCode Available | 1 |
| DynE: Dynamic Ensemble Decoding for Multi-Document Summarization | Jun 15, 2020 | ArticlesAutomatic Post-Editing | CodeCode Available | 1 |
| FFR v1.1: Fon-French Neural Machine Translation | Jun 14, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Sparse and Continuous Attention Mechanisms | Jun 12, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics | Jun 11, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Rethinking the Truly Unsupervised Image-to-Image Translation | Jun 11, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series | Jun 9, 2020 | DescriptiveTime Series | CodeCode Available | 1 |
| Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation | Jun 9, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training | Jun 8, 2020 | Graph GenerationKnowledge Graphs | CodeCode Available | 1 |
| A Self-supervised Approach for Adversarial Robustness | Jun 8, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 1 |
| Pre-training Polish Transformer-based Language Models at Scale | Jun 7, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Unsupervised Translation of Programming Languages | Jun 5, 2020 | Code TranslationMachine Translation | CodeCode Available | 1 |
| Auto-Rectify Network for Unsupervised Indoor Depth Estimation | Jun 4, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Norm-Based Curriculum Learning for Neural Machine Translation | Jun 3, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Cascaded Text Generation with Markov Transformers | Jun 1, 2020 | Machine TranslationText Generation | CodeCode Available | 1 |
| Deep Generation of Face Images from Sketches | Jun 1, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| DUNIT: Detection-Based Unsupervised Image-to-Image Translation | Jun 1, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Breaking the Cycle - Colleagues Are All You Need | Jun 1, 2020 | AllImage-to-Image Translation | CodeCode Available | 1 |
| HAT: Hardware-Aware Transformers for Efficient Natural Language Processing | May 28, 2020 | CPUDecoder | CodeCode Available | 1 |
| Network-to-Network Translation with Conditional Invertible Neural Networks | May 27, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
| Unsupervised Quality Estimation for Neural Machine Translation | May 21, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Visual Memorability for Robotic Interestingness via Unsupervised Online Learning | May 18, 2020 | Decision MakingIncremental Learning | CodeCode Available | 1 |
| Learning and Evaluating Emotion Lexicons for 91 Languages | May 12, 2020 | Emotion RecognitionTranslation | CodeCode Available | 1 |
| Domain Adaptation for Image Dehazing | May 10, 2020 | Domain AdaptationImage Dehazing | CodeCode Available | 1 |
| JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation | May 7, 2020 | Low Resource NMTMachine Translation | CodeCode Available | 1 |
| On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation | May 7, 2020 | HallucinationMachine Translation | CodeCode Available | 1 |
| Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation | May 7, 2020 | Decoderfr-en | CodeCode Available | 1 |
| DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation | May 6, 2020 | ColorizationImage Colorization | CodeCode Available | 1 |
| StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching | May 5, 2020 | Disparity EstimationDiversity | CodeCode Available | 1 |
| It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information | May 5, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Neural Syntactic Preordering for Controlled Paraphrase Generation | May 5, 2020 | DecoderDiversity | CodeCode Available | 1 |
| Transforming and Projecting Images into Class-conditional Generative Networks | May 4, 2020 | Generative Adversarial NetworkTranslation | CodeCode Available | 1 |
| On the Inference Calibration of Neural Machine Translation | May 3, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation | May 3, 2020 | Machine TranslationSegmentation | CodeCode Available | 1 |
