Curvature: A signature for Action Recognition in Video Sequences Apr 30, 2019 Action Recognition Few-Shot Learning
— Unverified Neural Machine Translation with Recurrent Highway Networks Apr 28, 2019 Decoder Language Modelling
— Unverified Knowing When to Stop: Evaluation and Verification of Conformity to Output-size Specifications Apr 26, 2019 Image Captioning Machine Translation
— Unverified Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors Apr 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Low-Memory Neural Network Training: A Technical Report Apr 24, 2019 image-classification Image Classification
— Unverified Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks Apr 24, 2019 Efficient Neural Network image-classification
— Unverified TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks Apr 23, 2019 Image Generation Knowledge Distillation
Code Code Available Compositional generalization in a deep seq2seq model by separating syntax and semantics Apr 22, 2019 Deep Learning Machine Translation
Code Code Available Dynamic Past and Future for Neural Machine Translation Apr 21, 2019 Machine Translation NMT
Code Code Available Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation Apr 15, 2019 Machine Translation speech-recognition
— Unverified An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search Apr 15, 2019 CCG Supertagging Machine Translation
— Unverified Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System? Apr 11, 2019 Machine Translation Translation
Code Code Available Cross-lingual Visual Verb Sense Disambiguation Apr 10, 2019 Machine Translation Translation
Code Code Available Corpora Generation for Grammatical Error Correction Apr 10, 2019 Grammatical Error Correction Machine Translation
— Unverified APE at Scale and its Implications on MT Evaluation Biases Apr 9, 2019 Automatic Post-Editing Machine Translation
— Unverified Data Selection with Cluster-Based Language Difference Models and Cynical Selection Apr 9, 2019 Machine Translation POS
— Unverified Bilingual-GAN: A Step Towards Parallel Text Generation Apr 9, 2019 Decoder Denoising
— Unverified Improving Domain Adaptation Translation with Domain Invariant and Specific Information Apr 8, 2019 Decoder Domain Adaptation
— Unverified Parallelizable Stack Long Short-Term Memory Apr 6, 2019 GPU Machine Translation
Code Code Available Information Aggregation for Multi-Head Attention with Routing-by-Agreement Apr 5, 2019 Machine Translation Translation
— Unverified Modeling Recurrence for Transformer Apr 5, 2019 Machine Translation Translation
— Unverified Convolutional Self-Attention Networks Apr 5, 2019 Machine Translation Translation
— Unverified ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems Apr 4, 2019 Machine Translation Translation
— Unverified Consistency by Agreement in Zero-shot Neural Machine Translation Apr 4, 2019 Machine Translation NMT
Code Code Available Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation Apr 4, 2019 Machine Translation Translation
— Unverified End-to-End Video Captioning Apr 4, 2019 Action Recognition Caption Generation
— Unverified Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation Apr 4, 2019 Machine Translation Sentence
— Unverified A Large-Scale Comparison of Historical Text Normalization Systems Apr 3, 2019 Decoder Machine Translation
Code Code Available Learning to Stop in Structured Prediction for Neural Machine Translation Apr 1, 2019 Machine Translation Structured Prediction
— Unverified Multimodal Machine Translation with Embedding Prediction Apr 1, 2019 Machine Translation Multimodal Machine Translation
Code Code Available Machine translation considering context information using Encoder-Decoder model Mar 30, 2019 Decoder Machine Translation
— Unverified Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition Mar 27, 2019 Decoder Language Modeling
— Unverified ner and pos when nothing is capitalized Mar 27, 2019 Machine Translation named-entity-recognition
— Unverified Using Monolingual Data in Neural Machine Translation: a Systematic Study Mar 27, 2019 Machine Translation Translation
Code Code Available Interoperability and machine-to-machine translation model with mappings to machine learning tasks Mar 26, 2019 BIG-bench Machine Learning Machine Translation
— Unverified Neural Grammatical Error Correction with Finite State Transducers Mar 25, 2019 Grammatical Error Correction Language Modeling
— Unverified Competence-based Curriculum Learning for Neural Machine Translation Mar 23, 2019 Machine Translation NMT
Code Code Available Neural Program Planner for Structured Predictions Mar 23, 2019 Machine Translation Program Synthesis
— Unverified Pre-trained Language Model Representations for Language Generation Mar 22, 2019 Abstractive Text Summarization Language Modeling
— Unverified Selective Attention for Context-aware Neural Machine Translation Mar 21, 2019 Decoder Machine Translation
Code Code Available Probing the Need for Visual Context in Multimodal Machine Translation Mar 20, 2019 Machine Translation Multimodal Machine Translation
— Unverified compare-mt: A Tool for Holistic Comparison of Language Generation Systems Mar 19, 2019 Machine Translation Sentence
Code Code Available CVIT-MT Systems for WAT-2018 Mar 19, 2019 Machine Translation Translation
— Unverified Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Mar 18, 2019 Decoder Handwritten Text Recognition
Code Code Available The Missing Ingredient in Zero-Shot Neural Machine Translation Mar 17, 2019 Machine Translation NMT
— Unverified On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models Mar 15, 2019 Adversarial Robustness Machine Translation
Code Code Available Maybe Deep Neural Networks are the Best Choice for Modeling Source Code Mar 13, 2019 Language Modeling Language Modelling
Code Code Available Context-Aware Learning for Neural Machine Translation Mar 12, 2019 Machine Translation Translation
— Unverified Bootstrapping Method for Developing Part-of-Speech Tagged Corpus in Low Resource Languages Tagset - A Focus on an African Igbo Mar 12, 2019 Machine Translation POS
— Unverified Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection Mar 8, 2019 Machine Translation Translation
— Unverified 