Transformers

Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition Interspeech 2019 Multi-Team: A Multi-attention, Multi-decoder Approach to Morphological Analysis. ACL 2019 Music Transformer: Generating Music with Long-Term Structure ICLR 2019 NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model ACL 2019 Neural Arabic Question Answering ACL 2019 NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit ACL 2019 Neural data-to-text generation: A comparison between pipeline and end-to-end architectures EMNLP 2019 Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL 2019 Neural Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese) NAACL 2019 Neural Machine Translation with Reordering Embeddings ACL 2019 Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019 Neural Speech Synthesis with Transformer Network AAAI 2019 Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains EMNLP 2019 NICT’s Machine Translation Systems for the WMT19 Similar Language Translation Task ACL 2019 Nikolov-Radivchev at SemEval-2019 Task 6: Offensive Tweet Classification with BERT and Ensembles SemEval 2019 NLPRL at WAT2019: Transformer-based Tamil – English Indic Task Neural Machine Translation System EMNLP 2019 NLPR@SRPOL at SemEval-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier SemEval 2019 Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input AAAI 2019 Novel positional encodings to enable tree-based transformers NeurIPS 2019 NSIT@NLP4IF-2019: Propaganda Detection from News Articles using Transfer Learning EMNLP 2019 NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers SemEval 2019 OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining SemEval 2019 On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019 On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models NAACL 2019 On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution ACL 2019