| On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation | May 3, 2020 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| On the Inference Calibration of Neural Machine Translation | May 3, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Synthesizer: Rethinking Self-Attention in Transformer Models | May 2, 2020 | Abstractive Text SummarizationDialogue Generation | CodeCode Available | 1 |
| ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation | May 2, 2020 | de-enMachine Translation | CodeCode Available | 1 |
| Hard-Coded Gaussian Attention for Neural Machine Translation | May 2, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Benchmarking Multidomain English-Indonesian Machine Translation | May 1, 2020 | BenchmarkingMachine Translation | CodeCode Available | 1 |
| XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning | May 1, 2020 | Cross-Lingual TransferTranslation | CodeCode Available | 1 |
| Masked Based Unsupervised Content Transfer | May 1, 2020 | Semantic SegmentationTranslation | CodeCode Available | 1 |
| Compositional Language Continual Learning | May 1, 2020 | Continual LearningMachine Translation | CodeCode Available | 1 |
| An Evaluation Benchmark for Testing the Word Sense Disambiguation Capabilities of Machine Translation Systems | May 1, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Neural Machine Translation with Universal Visual Representation | May 1, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Methodological Aspects of Developing and Managing an Etymological Lexical Resource: Introducing EtymDB-2.0 | May 1, 2020 | Cognate PredictionMachine Translation | CodeCode Available | 1 |
| Simulated Multiple Reference Training Improves Low-Resource Machine Translation | Apr 30, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Progressive Transformers for End-to-End Sign Language Production | Apr 30, 2020 | Sign Language ProductionTranslation | CodeCode Available | 1 |
| Language Model Prior for Low-Resource Neural Machine Translation | Apr 30, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing | Apr 30, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Imitation Attacks and Defenses for Black-box Machine Translation Systems | Apr 30, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Data and Representation for Turkish Natural Language Inference | Apr 30, 2020 | Machine TranslationNatural Language Inference | CodeCode Available | 1 |
| Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding | Apr 30, 2020 | Morphological InflectionTranslation | CodeCode Available | 1 |
| NUBIA: NeUral Based Interchangeability Assessor for Text Generation | Apr 30, 2020 | BIG-bench Machine LearningImage Captioning | CodeCode Available | 1 |
| Interactive Video Stylization Using Few-Shot Patch-Based Training | Apr 29, 2020 | Style TransferTranslation | CodeCode Available | 1 |
| Image Captioning through Image Transformer | Apr 29, 2020 | Image Captioningobject-detection | CodeCode Available | 1 |
| Adversarial Subword Regularization for Robust Neural Machine Translation | Apr 29, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems | Apr 29, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| End-to-End Slot Alignment and Recognition for Cross-Lingual NLU | Apr 29, 2020 | Cross-Lingual TransferGoal-Oriented Dialog | CodeCode Available | 1 |
| Conversational Word Embedding for Retrieval-Based Dialog System | Apr 28, 2020 | Common Sense ReasoningMachine Translation | CodeCode Available | 1 |
| Lexically Constrained Neural Machine Translation with Levenshtein Transformer | Apr 27, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| All Word Embeddings from One Embedding | Apr 25, 2020 | AllDecoder | CodeCode Available | 1 |
| Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation | Apr 24, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Lite Transformer with Long-Short Range Attention | Apr 24, 2020 | Abstractive Text SummarizationAutoML | CodeCode Available | 1 |
| Generative Data Augmentation for Commonsense Reasoning | Apr 24, 2020 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 |
| Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses | Apr 23, 2020 | Data AugmentationSemi-Supervised Text Classification | CodeCode Available | 1 |
| Residual Energy-Based Models for Text Generation | Apr 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Attention is Not Only a Weight: Analyzing Transformers with Vector Norms | Apr 21, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Desmoking laparoscopy surgery images using an image-to-image translation guided by an embedded dark channel | Apr 19, 2020 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 |
| SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings | Apr 18, 2020 | Machine TranslationMultilingual Word Embeddings | CodeCode Available | 1 |
| Non-Autoregressive Machine Translation with Latent Alignments | Apr 16, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images | Apr 15, 2020 | Change DetectionTranslation | CodeCode Available | 1 |
| Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus | Apr 14, 2020 | Natural Language UnderstandingSemantic Role Labeling | CodeCode Available | 1 |
| Balancing Training for Multilingual Neural Machine Translation | Apr 14, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Transformer based Grapheme-to-Phoneme Conversion | Apr 14, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| BLEU might be Guilty but References are not Innocent | Apr 13, 2020 | DiversityMachine Translation | CodeCode Available | 1 |
| Neural Machine Translation: Challenges, Progress and Future | Apr 13, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Cross-domain Correspondence Learning for Exemplar-based Image Translation | Apr 12, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
| Weakly supervised multiple instance learning histopathological tumor segmentation | Apr 10, 2020 | Histopathological SegmentationImage Segmentation | CodeCode Available | 1 |
| Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem | Apr 9, 2020 | Domain AdaptationMachine Translation | CodeCode Available | 1 |
| TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images | Apr 9, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem | Apr 7, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Feature Quantization Improves GAN Training | Apr 5, 2020 | Conditional Image GenerationFace Generation | CodeCode Available | 1 |
| Structural-analogy from a Single Image Pair | Apr 5, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
