Transfer Learning for Algorithm Recommendation Oct 15, 2019 BIG-bench Machine Learning image-classification
— Unverified On the Importance of Word Boundaries in Character-level Neural Machine Translation Oct 15, 2019 Machine Translation NMT
Code Code Available Mapping Supervised Bilingual Word Embeddings from English to low-resource languages Oct 14, 2019 Machine Translation Retrieval
Code Code Available Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality Oct 14, 2019 Machine Translation Translation
Code Code Available Transformers without Tears: Improving the Normalization of Self-Attention Oct 14, 2019 Decoder Machine Translation
Code Code Available Stabilizing Transformers for Reinforcement Learning Oct 13, 2019 General Reinforcement Learning Language Modeling
Code Code Available From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings Method for OCR Post-Correction Oct 12, 2019 BIG-bench Machine Learning Machine Translation
Code Code Available Context-Gated Convolution Oct 12, 2019 Action Recognition image-classification
Code Code Available Multilingual Question Answering from Formatted Text applied to Conversational Agents Oct 10, 2019 Extractive Question-Answering Machine Translation
— Unverified On the adequacy of untuned warmup for adaptive optimization Oct 9, 2019 Image Classification Language Modelling
Code Code Available Novel Applications of Factored Neural Machine Translation Oct 9, 2019 Machine Translation NMT
— Unverified One-To-Many Multilingual End-to-end Speech Translation Oct 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Interactive Machine Translation Framework for Modernizing Historical Documents Oct 8, 2019 Machine Translation Translation
— Unverified Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach Oct 8, 2019 Abstractive Text Summarization GPU
Code Code Available Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation Oct 7, 2019 Data Augmentation Diversity
— Unverified Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation Oct 7, 2019 Machine Translation NMT
— Unverified On Leveraging the Visual Modality for Neural Machine Translation Oct 7, 2019 Machine Translation Multimodal Machine Translation
— Unverified Domain Differential Adaptation for Neural Machine Translation Oct 7, 2019 Domain Adaptation Machine Translation
Code Code Available Adversarial reconstruction for Multi-modal Machine Translation Oct 7, 2019 Machine Translation Translation
— Unverified Human Action Sequence Classification Oct 7, 2019 Action Classification Action Localization
— Unverified Compositional Generalization for Primitive Substitutions Oct 7, 2019 Few-Shot Learning Machine Translation
Code Code Available On Dimensional Linguistic Properties of the Word Embedding Space Oct 5, 2019 Machine Translation Sentence
Code Code Available How Transformer Revitalizes Character-based Neural Machine Translation: An Investigation on Japanese-Vietnamese Translation Systems Oct 5, 2019 Machine Translation Translation
Code Code Available Modeling Confidence in Sequence-to-Sequence Models Oct 4, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Zero-Inflated Quality Estimation Model For Automatic Speech Recognition System Oct 3, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition Oct 2, 2019 Knowledge Distillation Language Modeling
— Unverified Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading Oct 1, 2019 Lipreading Lip Reading
— Unverified Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation Oct 1, 2019 Machine Translation Translation
Code Code Available SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum Oct 1, 2019 Blocking Distributed Optimization
Code Code Available Multilingual End-to-End Speech Translation Oct 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair Oct 1, 2019 Machine Translation Transfer Learning
— Unverified Better Document-Level Machine Translation with Bayes' Rule Oct 1, 2019 Document Level Machine Translation Document Translation
— Unverified Machine Translation for Machines: the Sentiment Classification Use Case Oct 1, 2019 Classification General Classification
— Unverified When and Why is Document-level Context Useful in Neural Machine Translation? Oct 1, 2019 Machine Translation NMT
Code Code Available A Survey of Methods to Leverage Monolingual Data in Low-resource Neural Machine Translation Oct 1, 2019 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified Grammatical Error Correction in Low-Resource Scenarios Oct 1, 2019 Grammatical Error Correction Machine Translation
Code Code Available Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Sep 30, 2019 Clustering Machine Translation
— Unverified Revisiting Self-Training for Neural Sequence Generation Sep 30, 2019 Machine Translation Text Summarization
Code Code Available Interrogating the Explanatory Power of Attention in Neural Machine Translation Sep 30, 2019 counterfactual Machine Translation
Code Code Available Named Entity Recognition System for Sindhi Language Sep 28, 2019 Information Retrieval Machine Translation
— Unverified The Source-Target Domain Mismatch Problem in Machine Translation Sep 28, 2019 Machine Translation Translation
— Unverified In-training Matrix Factorization for Parameter-frugal Neural Machine Translation Sep 27, 2019 Machine Translation Translation
— Unverified On the use of BERT for Neural Machine Translation Sep 27, 2019 Machine Translation NMT
— Unverified Monotonic Multihead Attention Sep 26, 2019 Decoder Machine Translation
Code Code Available Improving Pre-Trained Multilingual Models with Vocabulary Expansion Sep 26, 2019 Language Modeling Language Modelling
— Unverified Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs Sep 26, 2019 Machine Translation NMT
— Unverified Attention Forcing for Sequence-to-sequence Model Training Sep 26, 2019 Machine Translation model
— Unverified Selecting Artificially-Generated Sentences for Fine-Tuning Neural Machine Translation Sep 26, 2019 Machine Translation NMT
— Unverified Self-Induced Curriculum Learning in Neural Machine Translation Sep 25, 2019 Denoising Machine Translation
— Unverified Enhancing Attention with Explicit Phrasal Alignments Sep 25, 2019 Language Modeling Language Modelling
— Unverified 