| A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks | Oct 21, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries | Oct 21, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings | Oct 21, 2020 | SentenceTranslation | —Unverified | 0 |
| Cascaded Models With Cyclic Feedback For Direct Speech Translation | Oct 21, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Exploring Sequence-to-Sequence Models for SPARQL Pattern Composition | Oct 21, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Multi-Unit Transformers for Neural Machine Translation | Oct 21, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation | Oct 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Beyond English-Centric Multilingual Machine Translation | Oct 21, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin | Oct 21, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| TMT: A Transformer-based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-aware Dialog | Oct 21, 2020 | Machine TranslationMulti-Task Learning | —Unverified | 0 |
| Sentence Boundary Augmentation For Neural Machine Translation Robustness | Oct 21, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information | Oct 21, 2020 | Audio captioningDecoder | CodeCode Available | 1 |
| Token Drop mechanism for Neural Machine Translation | Oct 21, 2020 | Machine TranslationNMT | CodeCode Available | 0 |
| Word Shape Matters: Robust Machine Translation with Visual Embedding | Oct 20, 2020 | Machine TranslationTranslation | —Unverified | 0 |
| Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation | Oct 20, 2020 | COVID-19 DiagnosisDomain Adaptation | CodeCode Available | 1 |
| Towards End-to-End In-Image Neural Machine Translation | Oct 20, 2020 | Machine TranslationTranslation | —Unverified | 0 |
| Looking for Clues of Language in Multilingual BERT to Improve Cross-lingual Generalization | Oct 20, 2020 | Translation | CodeCode Available | 0 |
| Pushing the Limits of AMR Parsing with Self-Learning | Oct 20, 2020 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Complete Multilingual Neural Machine Translation | Oct 20, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Human-Paraphrased References Improve Neural Machine Translation | Oct 20, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training | Oct 20, 2020 | SentenceSimultaneous Speech-to-Speech Translation | —Unverified | 0 |
| Bayesian Attention Modules | Oct 20, 2020 | Image CaptioningMachine Translation | CodeCode Available | 1 |
| Multi-Modal Super Resolution for Dense Microscopic Particle Size Estimation | Oct 19, 2020 | object-detectionObject Detection | —Unverified | 0 |
| Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism | Oct 19, 2020 | DecoderKnowledge Distillation | CodeCode Available | 0 |
| Diving Deep into Context-Aware Neural Machine Translation | Oct 19, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Incorporating Terminology Constraints in Automatic Post-Editing | Oct 19, 2020 | Automatic Post-EditingData Augmentation | CodeCode Available | 1 |
| Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines | Oct 19, 2020 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |
| Revisiting Modularized Multilingual NMT to Meet Industrial Demands | Oct 19, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation | Oct 19, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Mixed-Lingual Pre-training for Cross-lingual Summarization | Oct 18, 2020 | Translation | CodeCode Available | 0 |
| Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning | Oct 18, 2020 | General KnowledgeMachine Translation | —Unverified | 0 |
| Rethinking Document-level Neural Machine Translation | Oct 18, 2020 | Document TranslationMachine Translation | CodeCode Available | 1 |
| hinglishNorm -- A Corpus of Hindi-English Code Mixed Sentences for Text Normalization | Oct 18, 2020 | SentenceText Normalization | CodeCode Available | 1 |
| A Corpus for English-Japanese Multimodal Neural Machine Translation with Comparable Sentences | Oct 17, 2020 | Image CaptioningMachine Translation | —Unverified | 0 |
| Incorporate Semantic Structures into Machine Translation Evaluation via UCCA | Oct 17, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Unified Embedding for Universal Multilingual Neural Machine Translation | Oct 16, 2020 | DecoderMachine Translation | —Unverified | 0 |
| Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation | Oct 16, 2020 | Machine TranslationMulti-Task Learning | —Unverified | 0 |
| It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT | Oct 16, 2020 | Translation | CodeCode Available | 0 |
| Adaptive Feature Selection for End-to-End Speech Translation | Oct 16, 2020 | Data AugmentationDecoder | —Unverified | 0 |
| Generating Diverse Translation from Model Distribution with Dropout | Oct 16, 2020 | DiversityMachine Translation | —Unverified | 0 |
| DiDi's Machine Translation System for WMT2020 | Oct 16, 2020 | Machine TranslationRe-Ranking | —Unverified | 0 |
| Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses | Oct 15, 2020 | de-enfr-en | CodeCode Available | 0 |
| Multi-Task Learning for Cross-Lingual Abstractive Summarization | Oct 15, 2020 | Abstractive Text SummarizationCross-Lingual Abstractive Summarization | —Unverified | 0 |
| Semantic Label Smoothing for Sequence to Sequence Problems | Oct 15, 2020 | Machine TranslationTranslation | —Unverified | 0 |
| Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings | Oct 15, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Morphological Reconstruction Improves Microvessel Mapping in Super-Resolution Ultrasound | Oct 14, 2020 | Super-ResolutionTranslation | —Unverified | 0 |
| A Relaxed Matching Procedure for Unsupervised BLI | Oct 14, 2020 | Bilingual Lexicon InductionTranslation | —Unverified | 0 |
| Human-interpretable model explainability on high-dimensional data | Oct 14, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey | Oct 14, 2020 | Image CaptioningMachine Translation | —Unverified | 0 |
| Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation | Oct 14, 2020 | Domain AdaptationLesion Segmentation | CodeCode Available | 1 |