Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary Nov 3, 2018 Machine Translation NMT
Code Code Available How2: A Large-scale Dataset for Multimodal Language Understanding Nov 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Prompsit's submission to WMT 2018 Parallel Corpus Filtering shared task Oct 1, 2018 Active Learning Language Modeling
Code Code Available Document-Level Neural Machine Translation with Hierarchical Attention Networks Sep 5, 2018 Decoder Machine Translation
Code Code Available Unsupervised Statistical Machine Translation Sep 4, 2018 Language Modeling Language Modelling
Code Code Available Word Error Rate Estimation for Speech Recognition: e-WER Jul 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Graph-to-Sequence Learning using Gated Graph Neural Networks Jun 26, 2018 Graph-to-Sequence Machine Translation
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available On the Impact of Various Types of Noise on Neural Machine Translation May 31, 2018 Machine Translation Sentence
Code Code Available OpenNMT: Neural Machine Translation Toolkit May 28, 2018 Machine Translation NMT
Code Code Available Deep Reinforcement Learning For Sequence to Sequence Models May 24, 2018 Abstractive Text Summarization Caption Generation
Code Code Available Parallel Corpora for the Biomedical Domain May 1, 2018 Information Retrieval Machine Translation
Code Code Available On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Apr 25, 2018 Machine Translation Natural Language Inference
Code Code Available QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Apr 23, 2018 Machine Translation Question Answering
Code Code Available Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Apr 11, 2018 Machine Translation Stochastic Optimization
Code Code Available Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yorùbá Language Text Apr 3, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Mar 4, 2018 Audio Synthesis Language Modelling
Code Code Available XNMT: The eXtensible Neural Machine Translation Toolkit Mar 1, 2018 Machine Translation NMT
Code Code Available Multimodal Generative Models for Scalable Weakly-Supervised Learning Feb 14, 2018 Colorization Edge Detection
Code Code Available Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks Jan 23, 2018 Machine Translation NMT
Code Code Available Asynchronous Bidirectional Decoding for Neural Machine Translation Jan 16, 2018 Decoder Machine Translation
Code Code Available Population Based Training of Neural Networks Nov 27, 2017 Deep Reinforcement Learning Machine Translation
Code Code Available Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT Nov 13, 2017 Machine Translation NMT
Code Code Available Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks Oct 31, 2017 Machine Translation Translation
Code Code Available Neural Machine Translation Sep 22, 2017 Machine Translation Translation
Code Code Available SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Jul 31, 2017 Machine Translation Question Answering
Code Code Available Deep Architectures for Neural Machine Translation Jul 24, 2017 Decoder GPU
Code Code Available A parallel corpus of Python functions and documentation strings for automated code documentation and code generation Jul 7, 2017 Code Generation Data Augmentation
Code Code Available Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder Jun 13, 2017 Decoder Machine Translation
Code Code Available Convolutional Sequence to Sequence Learning May 8, 2017 Bangla Spelling Error Correction CPU
Code Code Available Data Augmentation for Low-Resource Neural Machine Translation May 1, 2017 Data Augmentation Low Resource Neural Machine Translation
Code Code Available Sparse Communication for Distributed Gradient Descent Apr 17, 2017 General Classification image-classification
Code Code Available What do Neural Machine Translation Models Learn about Morphology? Apr 11, 2017 Decoder Machine Translation
Code Code Available Emergence of Grounded Compositional Language in Multi-Agent Populations Mar 15, 2017 Machine Translation Question Answering
Code Code Available ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala Nov 23, 2016 Information Retrieval Machine Translation
Code Code Available Learning principled bilingual mappings of word embeddings while preserving monolingual invariance Nov 1, 2016 Machine Translation Word Embeddings
Code Code Available Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models Oct 7, 2016 Diversity Image Captioning
Code Code Available HyperNetworks Sep 27, 2016 Handwriting generation Language Modelling
Code Code Available Context-Dependent Word Representation for Neural Machine Translation Jul 3, 2016 Decoder Machine Translation
Code Code Available Sequence-Level Knowledge Distillation Jun 25, 2016 Knowledge Distillation Machine Translation
Code Code Available 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Jun 21, 2016 3D Instance Segmentation Data Augmentation
Code Code Available Neural Language Correction with Character-Based Attention Mar 31, 2016 Decoder Language Modeling
Code Code Available A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Mar 19, 2016 Decoder de-en
Code Code Available Improving Neural Machine Translation Models with Monolingual Data Nov 20, 2015 Cross-Lingual Bitext Mining Decoder
Code Code Available Neural Machine Translation of Rare Words with Subword Units Aug 31, 2015 Machine Translation NMT
Code Code Available Effective Approaches to Attention-based Neural Machine Translation Aug 17, 2015 Image-guided Story Ending Generation Machine Translation
Code Code Available Attention-Based Models for Speech Recognition Jun 24, 2015 Machine Translation Phoneme Recognition
Code Code Available On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Sep 3, 2014 Decoder Machine Translation
Code Code Available Neural Machine Translation by Jointly Learning to Align and Translate Sep 1, 2014 Bangla Spelling Error Correction Decoder
Code Code Available Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Jun 3, 2014 Decoder Machine Translation
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