Transformers

Multilingual Neural Machine Translation with Task-Specific Attention COLING 2018 Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification Interspeech 2018 Multi-source transformer with combined losses for automatic post editing EMNLP 2018 Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network ACL 2018 Multiway Attention Networks for Modeling Sentence Pairs IJCAI 2018 Neural Argument Generation Augmented with Externally Retrieved Evidence ACL 2018 Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018 Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora NAACL 2018 Neural Machine Translation Techniques for Named Entity Transliteration ACL 2018 Neural Machine Translation with Decoding History Enhanced Attention COLING 2018 Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task EMNLP 2018 Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering COLING 2018 Neural Semantic Parsing ACL 2018 NICT’s Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task EMNLP 2018 NTT’s Neural Machine Translation Systems for WMT 2018 EMNLP 2018 On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation EMNLP 2018 Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries CVPR 2018 Parameter Sharing Methods for Multilingual Self-Attentional Translation Models EMNLP 2018 Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018 Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR 2018 QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension ICLR 2018 Recurrent Transformer Networks for Semantic Correspondence NeurIPS 2018 Relational recurrent neural networks NeurIPS 2018 RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ACL 2018 Robust Spoken Language Understanding via Paraphrasing Interspeech 2018