Transformers

Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017 Learning to Generate Market Comments from Stock Prices ACL 2017 Learning to Parse and Translate Improves Neural Machine Translation ACL 2017 Learning to Rank Semantic Coherence for Topic Segmentation EMNLP 2017 Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers EMNLP 2017 Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search ACL 2017 Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing IJCNLP 2017 Multi-Attention Network for One Shot Learning CVPR 2017 Multichannel End-to-end Speech Recognition ICML 2017 Multilingual Hierarchical Attention Networks for Document Classification IJCNLP 2017 Multimodal News Article Analysis IJCAI 2017 Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks CoNLL 2017 Nematus: a Toolkit for Neural Machine Translation EACL 2017 Neural Automatic Post-Editing Using Prior Alignment and Reranking EACL 2017 Neural Machine Translation: Basics, Practical Aspects and Recent Trends IJCNLP 2017 Neural Machine Translation with Source-Side Latent Graph Parsing EMNLP 2017 Parallel Hierarchical Attention Networks with Shared Memory Reader for Multi-Stream Conversational Document Classification Interspeech 2017 Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task ACL 2017 Selective Decoding for Cross-lingual Open Information Extraction IJCNLP 2017 Selective Encoding for Abstractive Sentence Summarization ACL 2017 Semi-supervised sequence tagging with bidirectional language models ACL 2017 Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification IJCNLP 2017 SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model IJCNLP 2017 Sequence to Sequence Modeling for User Simulation in Dialog Systems Interspeech 2017 SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies EMNLP 2017