Comparing Pipelined and Integrated Approaches to Dialectal Arabic Neural Machine Translation Jun 1, 2019 Dialect Identification Machine Translation
— Unverified Neural Text Normalization with Subword Units Jun 1, 2019 Machine Translation Natural Language Understanding
— Unverified A Robust Abstractive System for Cross-Lingual Summarization Jun 1, 2019 Abstractive Text Summarization Machine Translation
— Unverified Understanding and Improving Hidden Representations for Neural Machine Translation Jun 1, 2019 Machine Translation Translation
— Unverified Unsupervised Extraction of Partial Translations for Neural Machine Translation Jun 1, 2019 Machine Translation NMT
— Unverified Language Learning and Processing in People and Machines Jun 1, 2019 Language Acquisition Machine Translation
— Unverified MuST-C: a Multilingual Speech Translation Corpus Jun 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Online Distilling from Checkpoints for Neural Machine Translation Jun 1, 2019 Knowledge Distillation Machine Translation
— Unverified Measuring Immediate Adaptation Performance for Neural Machine Translation Jun 1, 2019 Domain Adaptation Machine Translation
— Unverified Word Embedding-Based Automatic MT Evaluation Metric using Word Position Information Jun 1, 2019 Machine Translation Position
— Unverified One Size Does Not Fit All: Comparing NMT Representations of Different Granularities Jun 1, 2019 All Machine Translation
— Unverified Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation Jun 1, 2019 BIG-bench Machine Learning Domain Adaptation
— Unverified Improving Neural Machine Translation with Neural Syntactic Distance Jun 1, 2019 Machine Translation NMT
— Unverified Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting Jun 1, 2019 Data Augmentation Machine Translation
— Unverified Highly Effective Arabic Diacritization using Sequence to Sequence Modeling Jun 1, 2019 Feature Engineering Machine Translation
— Unverified Revisiting NMT for Normalization of Early English Letters Jun 1, 2019 Lemmatization Machine Translation
Code Code Available Examining Structure of Word Embeddings with PCA May 31, 2019 Decoder Machine Translation
— Unverified Crowdsourcing and Validating Event-focused Emotion Corpora for German and English May 31, 2019 Emotion Classification Emotion Recognition
— Unverified Thinking Slow about Latency Evaluation for Simultaneous Machine Translation May 31, 2019 Machine Translation Sentence
— Unverified DiaBLa: A Corpus of Bilingual Spontaneous Written Dialogues for Machine Translation May 30, 2019 Machine Translation Sentence
Code Code Available Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing May 30, 2019 Automatic Post-Editing Decoder
— Unverified Interactive-predictive neural multimodal systems May 30, 2019 Machine Translation Translation
— Unverified Unsupervised Paraphrasing without Translation May 29, 2019 Machine Translation Paraphrase Identification
— Unverified A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models May 29, 2019 Machine Translation Natural Language Inference
Code Code Available Semantic Diversity by Phonetics for Accurate and Robust Machine Translation May 28, 2019 Diversity Machine Translation
— Unverified On Measuring Gender Bias in Translation of Gender-neutral Pronouns May 28, 2019 Ethics Image Captioning
Code Code Available Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization May 28, 2019 General Classification Machine Translation
Code Code Available Revisiting Low-Resource Neural Machine Translation: A Case Study May 28, 2019 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
Code Code Available Levenshtein Transformer May 27, 2019 Automatic Post-Editing Machine Translation
Code Code Available Gated Group Self-Attention for Answer Selection May 26, 2019 Answer Selection Machine Translation
— Unverified Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? May 25, 2019 Machine Translation Text Generation
— Unverified Soft Contextual Data Augmentation for Neural Machine Translation May 25, 2019 Data Augmentation Language Modeling
Code Code Available A Call for Prudent Choice of Subword Merge Operations in Neural Machine Translation May 24, 2019 Machine Translation Translation
— Unverified Debiasing Word Embeddings Improves Multimodal Machine Translation May 24, 2019 Machine Translation Multimodal Machine Translation
— Unverified An Analysis of Source-Side Grammatical Errors in NMT May 24, 2019 Machine Translation NMT
— Unverified Theme-aware generation model for chinese lyrics May 23, 2019 Dialogue Generation Machine Translation
— Unverified CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation May 23, 2019 Imputation Machine Translation
Code Code Available Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned May 23, 2019 Machine Translation Translation
Code Code Available Corpus Augmentation by Sentence Segmentation for Low-Resource Neural Machine Translation May 22, 2019 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified Improving Minimal Gated Unit for Sequential Data May 21, 2019 Machine Translation speech-recognition
— Unverified Towards Neural Decompilation May 20, 2019 C++ code Machine Translation
— Unverified Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation May 20, 2019 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified A Neural, Interactive-predictive System for Multimodal Sequence to Sequence Tasks May 20, 2019 Machine Translation Translation
Code Code Available Multimodal Transformer with Multi-View Visual Representation for Image Captioning May 20, 2019 Decoder Image Captioning
— Unverified Guiding Inferences in Connection Tableau by Recurrent Neural Networks May 20, 2019 Automated Theorem Proving Machine Translation
Code Code Available A Case Study: Exploiting Neural Machine Translation to Translate CUDA to OpenCL May 18, 2019 GPU Machine Translation
— Unverified Recovering Dropped Pronouns in Chinese Conversations via Modeling Their Referents May 17, 2019 Machine Translation Sentence
Code Code Available REPLAB: A Reproducible Low-Cost Arm Benchmark Platform for Robotic Learning May 17, 2019 Benchmarking Deep Reinforcement Learning
— Unverified Joint Source-Target Self Attention with Locality Constraints May 16, 2019 Decoder Language Modeling
Code Code Available Towards Interlingua Neural Machine Translation May 15, 2019 Machine Translation Translation
— Unverified 