Faster Shift-Reduce Constituent Parsing with a Non-Binary, Bottom-Up Strategy Apr 21, 2018 Binarization Machine Translation
— Unverified A Stable and Effective Learning Strategy for Trainable Greedy Decoding Apr 21, 2018 Decoder Machine Translation
Code Code Available Sentence Simplification with Memory-Augmented Neural Networks Apr 20, 2018 Machine Translation Sentence
— Unverified Phrase-Based & Neural Unsupervised Machine Translation Apr 20, 2018 Machine Translation NMT
Code Code Available Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation Apr 18, 2018 Machine Translation NMT
— Unverified When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Apr 17, 2018 Machine Translation NMT
Code Code Available Investigating Backtranslation in Neural Machine Translation Apr 17, 2018 Machine Translation NMT
— Unverified Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation Apr 17, 2018 Decoder Machine Translation
— Unverified Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Apr 16, 2018 Domain Adaptation Grammatical Error Correction
Code Code Available Can Neural Machine Translation be Improved with User Feedback? Apr 16, 2018 Machine Translation NMT
— Unverified Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation Apr 16, 2018 Grammatical Error Correction Machine Translation
— Unverified Demo of Sanskrit-Hindi SMT System Apr 13, 2018 Machine Translation Translation
— Unverified Pieces of Eight: 8-bit Neural Machine Translation Apr 13, 2018 Machine Translation Quantization
— Unverified Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Apr 11, 2018 Machine Translation Stochastic Optimization
Code Code Available Generating Multilingual Parallel Corpus Using Subtitles Apr 11, 2018 Machine Translation Sentence
— Unverified Cortex Neural Network: learning with Neural Network groups Apr 10, 2018 Machine Translation
— Unverified Guiding Neural Machine Translation with Retrieved Translation Pieces Apr 7, 2018 Machine Translation NMT
— Unverified Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts Apr 5, 2018 Machine Translation NMT
— Unverified Domain Adaptation for Statistical Machine Translation Apr 5, 2018 Domain Adaptation Machine Translation
— Unverified 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 Marian: Fast Neural Machine Translation in C++ Apr 1, 2018 Decoder Machine Translation
Code Code Available Training Tips for the Transformer Model Apr 1, 2018 Machine Translation model
Code Code Available Fine-Grained Attention Mechanism for Neural Machine Translation Mar 30, 2018 Machine Translation NMT
— Unverified Identifying Semantic Divergences in Parallel Text without Annotations Mar 29, 2018 Machine Translation Semantic Similarity
Code Code Available Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator Mar 27, 2018 Machine Translation Translation
Code Code Available Low-Resource Speech-to-Text Translation Mar 24, 2018 Decoder Machine Translation
— Unverified Quality expectations of machine translation Mar 22, 2018 Machine Translation Translation
— Unverified Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation Mar 20, 2018 Decoder Machine Translation
— Unverified English-Catalan Neural Machine Translation in the Biomedical Domain through the cascade approach Mar 19, 2018 Machine Translation Translation
— Unverified Dear Sir or Madam, May I introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer Mar 17, 2018 Formality Style Transfer Machine Translation
Code Code Available Tensor2Tensor for Neural Machine Translation Mar 16, 2018 Deep Learning Machine Translation
Code Code Available TBD: Benchmarking and Analyzing Deep Neural Network Training Mar 16, 2018 Benchmarking General Classification
— Unverified Achieving Human Parity on Automatic Chinese to English News Translation Mar 15, 2018 Machine Translation Translation
Code Code Available Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning Mar 13, 2018 Machine Translation Malware Detection
Code Code Available From Nodes to Networks: Evolving Recurrent Neural Networks Mar 12, 2018 Language Modeling Language Modelling
— Unverified The Importance of Being Recurrent for Modeling Hierarchical Structure Mar 9, 2018 Language Modeling Language Modelling
Code Code Available Fast Decoding in Sequence Models using Discrete Latent Variables Mar 9, 2018 Machine Translation Translation
— Unverified Self-Attention with Relative Position Representations Mar 6, 2018 Machine Translation Position
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 The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Mar 3, 2018 Deep Learning Deep Reinforcement Learning
— Unverified Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples Mar 3, 2018 image-classification Image Classification
Code Code Available Combining Quality Estimation and Automatic Post-editing to Enhance Machine Translation output Mar 1, 2018 Automatic Post-Editing Machine Translation
— Unverified Fine-grained evaluation of Quality Estimation for Machine translation based on a linguistically motivated Test Suite Mar 1, 2018 Automatic Post-Editing Common Sense Reasoning
— Unverified Exploring Word Sense Disambiguation Abilities of Neural Machine Translation Systems (Non-archival Extended Abstract) Mar 1, 2018 Machine Translation Translation
— Unverified Challenges in Speech Recognition and Translation of High-Value Low-Density Polysynthetic Languages Mar 1, 2018 Automatic Speech Recognition (ASR) Machine Translation
— Unverified Challenges in Adaptive Neural Machine Translation Mar 1, 2018 Automatic Post-Editing Machine Translation
— Unverified Semi-Supervised Neural Machine Translation with Language Models Mar 1, 2018 Language Modeling Language Modelling
— Unverified Using Morphemes from Agglutinative Languages like Quechua and Finnish to Aid in Low-Resource Translation Mar 1, 2018 Machine Translation Translation
— Unverified SMT versus NMT: Preliminary comparisons for Irish Mar 1, 2018 Machine Translation NMT
— Unverified Same-language machine translation for local flavours/flavors Mar 1, 2018 Machine Translation Translation
— Unverified 