| CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality | May 9, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| Cross-modal Contrastive Learning for Speech Translation | May 5, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 |
| A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation | May 4, 2022 | Translation | CodeCode Available | 1 |
| Hypercomplex Image-to-Image Translation | May 4, 2022 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Unifying the Convergences in Multilingual Neural Machine Translation | May 3, 2022 | Machine TranslationNMT | CodeCode Available | 1 |
| Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages | May 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Quality-Aware Decoding for Neural Machine Translation | May 2, 2022 | Machine TranslationNMT | CodeCode Available | 1 |
| Nearest Neighbor Knowledge Distillation for Neural Machine Translation | May 1, 2022 | Knowledge DistillationMachine Translation | CodeCode Available | 1 |
| Using Neural Machine Translation Methods for Sign Language Translation | May 1, 2022 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| AMR-DA: Data Augmentation by Abstract Meaning Representation | May 1, 2022 | Abstract Meaning RepresentationData Augmentation | CodeCode Available | 1 |
| Prompt-Driven Neural Machine Translation | May 1, 2022 | Machine TranslationNMT | CodeCode Available | 1 |
| The Cross-lingual Conversation Summarization Challenge | May 1, 2022 | Abstractive Dialogue SummarizationConversation Summarization | CodeCode Available | 1 |
| Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation | May 1, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation | May 1, 2022 | Abstractive Text SummarizationCross-Lingual Abstractive Summarization | CodeCode Available | 1 |
| NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures | Apr 28, 2022 | Data-to-Text GenerationMachine Translation | CodeCode Available | 1 |
| UniTE: Unified Translation Evaluation | Apr 28, 2022 | Machine TranslationMulti-Task Learning | CodeCode Available | 1 |
| Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation | Apr 28, 2022 | Computed Tomography (CT)Image Registration | CodeCode Available | 1 |
| PLOD: An Abbreviation Detection Dataset for Scientific Documents | Apr 26, 2022 | AbbreviationDetectionInformation Retrieval | CodeCode Available | 1 |
| Natural Language to Code Translation with Execution | Apr 25, 2022 | Code GenerationCode Translation | CodeCode Available | 1 |
| Translation between Molecules and Natural Language | Apr 25, 2022 | Drug DiscoveryMolecule Captioning | CodeCode Available | 1 |
| ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer | Apr 25, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| ChildPredictor: A Child Face Prediction Framework with Disentangled Learning | Apr 21, 2022 | Age-Invariant Face RecognitionFace Recognition | CodeCode Available | 1 |
| A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond | Apr 20, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| IndicXNLI: Evaluating Multilingual Inference for Indian Languages | Apr 19, 2022 | Cross-Lingual TransferMachine Translation | CodeCode Available | 1 |
| Self-Supervised Equivariant Learning for Oriented Keypoint Detection | Apr 19, 2022 | Camera Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation | Apr 14, 2022 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| Disentangling Uncertainty in Machine Translation Evaluation | Apr 13, 2022 | Machine TranslationPrediction | CodeCode Available | 1 |
| Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation | Apr 12, 2022 | Data AugmentationSign Language Recognition | CodeCode Available | 1 |
| Large-Scale Streaming End-to-End Speech Translation with Neural Transducers | Apr 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Focal Length and Object Pose Estimation via Render and Compare | Apr 11, 2022 | ObjectPose Estimation | CodeCode Available | 1 |
| End-to-End Speech Translation for Code Switched Speech | Apr 11, 2022 | Translation | CodeCode Available | 1 |
| A Call for Clarity in Beam Search: How It Works and When It Stops | Apr 11, 2022 | Machine TranslationText Generation | CodeCode Available | 1 |
| Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages | Apr 9, 2022 | Low Resource NMTMachine Translation | CodeCode Available | 1 |
| MMTAfrica: Multilingual Machine Translation for African Languages | Apr 8, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| GigaST: A 10,000-hour Pseudo Speech Translation Corpus | Apr 8, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Unsupervised Image-to-Image Translation with Generative Prior | Apr 7, 2022 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Shape-Pose Disentanglement using SE(3)-equivariant Vector Neurons | Apr 3, 2022 | DisentanglementTranslation | CodeCode Available | 1 |
| CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation | Apr 1, 2022 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| indic-punct: An automatic punctuation restoration and inverse text normalization framework for Indic languages | Mar 31, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation | Mar 30, 2022 | Abstractive Text SummarizationMachine Translation | CodeCode Available | 1 |
| InstaFormer: Instance-Aware Image-to-Image Translation with Transformer | Mar 30, 2022 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection | Mar 29, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| GIRAFFE HD: A High-Resolution 3D-aware Generative Model | Mar 28, 2022 | DisentanglementImage Generation | CodeCode Available | 1 |
| Translation Consistent Semi-supervised Segmentation for 3D Medical Images | Mar 28, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Integrating Vectorized Lexical Constraints for Neural Machine Translation | Mar 23, 2022 | Machine TranslationNMT | CodeCode Available | 1 |
| Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation | Mar 23, 2022 | Contrastive LearningImage-to-Image Translation | CodeCode Available | 1 |
| Learning Confidence for Transformer-based Neural Machine Translation | Mar 22, 2022 | Machine TranslationNMT | CodeCode Available | 1 |
| Towards Explainable Evaluation Metrics for Natural Language Generation | Mar 21, 2022 | Machine TranslationText Generation | CodeCode Available | 1 |
| Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields | Mar 21, 2022 | 3D-Aware Image SynthesisDecoder | CodeCode Available | 1 |
| TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing | Mar 20, 2022 | Face RecognitionImage Segmentation | CodeCode Available | 1 |
