| No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models | Feb 6, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| The Ecological Footprint of Neural Machine Translation Systems | Feb 4, 2022 | GPUMachine Translation | CodeCode Available | 0 |
| mSLAM: Massively multilingual joint pre-training for speech and text | Feb 3, 2022 | cross-modal alignmentintent-classification | —Unverified | 0 |
| A Survey on Retrieval-Augmented Text Generation | Feb 2, 2022 | Machine TranslationResponse Generation | —Unverified | 0 |
| Natural Language to Code Using Transformers | Feb 1, 2022 | DecoderTranslation | —Unverified | 0 |
| Data-driven emergence of convolutional structure in neural networks | Feb 1, 2022 | Tensor DecompositionTranslation | —Unverified | 0 |
| Examining Scaling and Transfer of Language Model Architectures for Machine Translation | Feb 1, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation | Jan 31, 2022 | Dialogue State TrackingEnd-To-End Dialogue Modelling | —Unverified | 0 |
| Are Mutually Intelligible Languages Easier to Translate? | Jan 31, 2022 | Translation | —Unverified | 0 |
| Anticipation-Free Training for Simultaneous Machine Translation | Jan 30, 2022 | HallucinationMachine Translation | CodeCode Available | 0 |
| Neural Optimal Transport | Jan 28, 2022 | Image-to-Image TranslationTranslation | CodeCode Available | 2 |
| Prabhupadavani: A Code-mixed Speech Translation Data for 25 Languages | Jan 27, 2022 | Cultural Vocal Bursts Intensity PredictionMachine Translation | CodeCode Available | 1 |
| Learning How to Translate North Korean through South Korean | Jan 27, 2022 | Machine TranslationNMT | —Unverified | 0 |
| ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation | Jan 27, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Impact of representation matching with neural machine translation | Jan 26, 2022 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Tackling data scarcity in speech translation using zero-shot multilingual machine translation techniques | Jan 26, 2022 | Data AugmentationMachine Translation | CodeCode Available | 0 |
| Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains | Jan 26, 2022 | ArticlesQuestion Answering | CodeCode Available | 0 |
| A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model | Jan 26, 2022 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 0 |
| Jacobian Computation for Cumulative B-Splines on SE(3) and Application to Continuous-Time Object Tracking | Jan 25, 2022 | Object TrackingTranslation | —Unverified | 0 |
| Novel Blood Pressure Waveform Reconstruction from Photoplethysmography using Cycle Generative Adversarial Networks | Jan 24, 2022 | Generative Adversarial NetworkTranslation | —Unverified | 0 |
| Shape-consistent Generative Adversarial Networks for multi-modal Medical segmentation maps | Jan 24, 2022 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| Paired Image to Image Translation for Strikethrough Removal From Handwritten Words | Jan 24, 2022 | Image-to-Image TranslationTranslation | —Unverified | 0 |
| Supervised Visual Attention for Simultaneous Multimodal Machine Translation | Jan 23, 2022 | Machine TranslationMultimodal Machine Translation | —Unverified | 0 |
| Generative Adversarial Network Applications in Creating a Meta-Universe | Jan 23, 2022 | Generative Adversarial NetworkImage-to-Image Translation | —Unverified | 0 |
| Visual Information Guided Zero-Shot Paraphrase Generation | Jan 22, 2022 | DiversityImage Captioning | CodeCode Available | 0 |
| FedMed-GAN: Federated Domain Translation on Unsupervised Cross-Modality Brain Image Synthesis | Jan 22, 2022 | Federated LearningImage Generation | CodeCode Available | 1 |
| Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation | Jan 20, 2022 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | CodeCode Available | 1 |
| VISA: An Ambiguous Subtitles Dataset for Visual Scene-Aware Machine Translation | Jan 20, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| Improving Neural Machine Translation by Denoising Training | Jan 19, 2022 | DenoisingKnowledge Distillation | —Unverified | 0 |
| Extending the Vocabulary of Fictional Languages using Neural Networks | Jan 18, 2022 | Machine TranslationStyle Transfer | —Unverified | 0 |
| Computational Methods for Single-Cell Multi-Omics Integration and Alignment | Jan 18, 2022 | Machine TranslationTranslation | —Unverified | 0 |
| Syntax-based data augmentation for Hungarian-English machine translation | Jan 18, 2022 | Data AugmentationMachine Translation | CodeCode Available | 0 |
| Discovering Non-Monotonic Autoregressive Ordering for Text Generation Models using Sinkhorn Distributions | Jan 17, 2022 | Code GenerationDecoder | —Unverified | 0 |
| Large Scale Image Completion via Co-Modulated Generative Adversarial Networks | Jan 17, 2022 | Image-to-Image TranslationTranslation | —Unverified | 0 |
| Cheat Codes to Quantify Missing Source Information in Neural Machine Translation | Jan 16, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Improving Robustness in Multilingual Machine Translation via Data Augmentation | Jan 16, 2022 | Data AugmentationMachine Translation | —Unverified | 0 |
| Quantifying Synthesis and Fusion and their Impact on Machine Translation | Jan 16, 2022 | DiversityMachine Translation | —Unverified | 0 |
| What Role Does BERT Play in the Neural Machine Translation Encoder? | Jan 16, 2022 | Machine TranslationNMT | —Unverified | 0 |
| BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation | Jan 16, 2022 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |
| Multi-way VNMT for UGC: Improving Robustness and Capacity via Mixture Density Networks | Jan 16, 2022 | Machine TranslationTransfer Learning | —Unverified | 0 |
| Document-level Neural Machine Translation Using Dependency RST Structure | Jan 16, 2022 | DecoderDocument Level Machine Translation | —Unverified | 0 |
| When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? | Jan 16, 2022 | Machine TranslationNMT | —Unverified | 0 |
| Non-Autoregressive Machine Translation: It's Not as Fast as it Seems | Jan 16, 2022 | Machine TranslationTranslation | —Unverified | 0 |
| On Synthetic Data for Back Translation | Jan 16, 2022 | de-enNMT | —Unverified | 0 |
| A Text-Image Pair Is not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation | Jan 16, 2022 | Cross-Modal Retrievalimage-classification | —Unverified | 0 |
| A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation | Jan 16, 2022 | Machine TranslationTranslation | —Unverified | 0 |
| Reinforcement Learning with Large Action Spaces for Neural Machine Translation | Jan 16, 2022 | Machine TranslationNMT | —Unverified | 0 |
| End-to-end Speech Translation with Spoken-to-Written Style Conversion | Jan 16, 2022 | DecoderMachine Translation | —Unverified | 0 |
| Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages | Jan 16, 2022 | Code GenerationCode Summarization | —Unverified | 0 |
| Can Multilinguality Benefit Non-autoregressive Machine Translation? | Jan 16, 2022 | Machine TranslationTranslation | —Unverified | 0 |